{"id":"W4388453921","doi":"10.1097/aln.0000000000004792","title":"Science, Medicine, and the Anesthesiologist","year":2023,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anesthesiology; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004543887,0.0009599751,0.001695169,0.005422649,0.001981326,0.009214131,0.001585215,0.00740852,0.05707756],"category_scores_gemma":[0.03304777,0.0005632191,0.001095101,0.005475236,0.002544552,0.005963222,0.003478642,0.009199286,0.02023803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003569927,"about_ca_system_score_gemma":0.008188363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002946593,"about_ca_topic_score_gemma":0.00604537,"domain_scores_codex":[0.9956583,0.001225706,0.000744836,0.0004071218,0.001588235,0.0003759304],"domain_scores_gemma":[0.9746844,0.01024539,0.002050543,0.0007290912,0.008770448,0.003520028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002868674,0.00001387938,0.0001982232,0.002306621,0.0000265818,0.00008086086,0.000117969,0.00001728743,0.0000658199,0.001676948,0.9160431,0.07942411],"study_design_scores_gemma":[0.00002296668,0.00001887005,0.0007433052,0.008009844,0.00002905061,0.0002245631,0.0002168936,0.00001055244,0.00003390156,0.002797534,0.9878814,0.00001102137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0002785629,0.3874149,0.0003486369,0.3519637,0.2370682,0.00008198382,0.0003663706,0.00005425661,0.02242335],"genre_scores_gemma":[0.004038401,0.4467679,0.0005758133,0.201709,0.3267487,0.0001395516,0.0004725971,0.00007247892,0.01947566],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05707756,"threshold_uncertainty_score":0.1909435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07730240078163705,"score_gpt":0.277821153293973,"score_spread":0.2005187525123359,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}