2026-10-13T00:39:56Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33903108 2026-09-17T17:21:49Z category_21 category_931 category_106 category_132 portal_5 item_type_3 month_year_09_2026

<p>Outcome distribution on the unanswerable subset (gpt-oss-20B, n = 100). For unanswerable questions, the correct behavior is abstention; the remaining categories represent distinct reliability failure modes.</p> Rafi Al Attrach (25037253) Pedro Moreira (64963) Rajna Fani (25037256) Renato Umeton (413065) Amelia Fiske (12369388) Leo Anthony Celi (7347551) Biotechnology Information Systems not elsewhere classified Science Policy Infectious Diseases xlink "> large world &# 8217 two language models preserving local deployment pose clinical questions model context protocol local sqlite instance fundamental architectural limitations error analysis revealed ehrsql 2024 benchmark complexity creates barriers complex temporal reasoning clinical domain expertise achieved 93 %; weights model demonstrates medical information mart analysis </ p 20b correctly abstained iv ), one m3 retrieves mimic medical research weights gpt underlying query traditionally requires single command query validation plain english matched sample introduce m3 intensive care hosted bigquery failures stemmed execute queries effective use deployable locally correct behavior consumer hardware comparable performance allows researchers abstain rather 69 %. <p>Outcome distribution on the unanswerable subset (gpt-oss-20B, n = 100). For unanswerable questions, the correct behavior is abstention; the remaining categories represent distinct reliability failure modes.</p> 2026-09-17T17:21:39Z Dataset Dataset 10.1371/journal.pdig.0001671.t002 https://figshare.com/articles/dataset/_p_Outcome_distribution_on_the_unanswerable_subset_gpt-oss-20B_n_100_For_unanswerable_questions_the_correct_behavior_is_abstention_the_remaining_categories_represent_distinct_reliability_failure_modes_p_/33903108 CC BY 4.0