{"id":"W4386947662","doi":"10.1016/j.neuchi.2023.101496","title":"Clinical decisions based on reasons that reason should ignore","year":2023,"lang":"en","type":"editorial","venue":"Neurochirurgie","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Centre Hospitalier de l’Université de Montréal; Health Sciences Centre","funders":"","keywords":"Medicine; MEDLINE; Intensive care medicine; Psychology; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02572795,0.004380481,0.008402904,0.005810008,0.006381384,0.01431599,0.00560037,0.04470622,0.01524773],"category_scores_gemma":[0.1504932,0.003222812,0.004257669,0.004349804,0.005851594,0.008269733,0.002764767,0.05889668,0.01478091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007153469,"about_ca_system_score_gemma":0.008632454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004505042,"about_ca_topic_score_gemma":0.01766827,"domain_scores_codex":[0.9787083,0.007533038,0.003834885,0.001573805,0.007379699,0.0009702415],"domain_scores_gemma":[0.8343744,0.1091603,0.007698786,0.003455756,0.03533908,0.009971744],"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":[0.00003114696,0.00001092662,0.00003864512,0.0002560375,0.00005009438,0.00007106509,0.00001675518,0.00001962234,0.00001187817,0.0003384716,0.9958174,0.003338007],"study_design_scores_gemma":[0.0003040896,0.00003324008,0.0004690234,0.002436826,0.0003651598,0.0002865325,0.0001383302,0.0003657801,0.00008744434,0.004900198,0.9905352,0.00007829733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002247105,0.005575592,0.0001600856,0.09530549,0.8973202,0.00002415873,0.0000618062,0.0000393761,0.001490951],"genre_scores_gemma":[0.0003246647,0.003362401,0.0001763338,0.05196569,0.9411317,0.00004017536,0.00002655039,0.00002737032,0.002945196],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04470622,"threshold_uncertainty_score":0.136064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1081312059817058,"score_gpt":0.3932683748296617,"score_spread":0.2851371688479559,"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."}}