{"id":"W4386625113","doi":"10.1097/aln.0000000000004747","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":0,"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":[0.006271424,0.0008429483,0.001819126,0.00268132,0.002082755,0.008233901,0.001559306,0.01026568,0.044077],"category_scores_gemma":[0.03216699,0.0004860147,0.0008924939,0.002950811,0.00298787,0.005382982,0.002577713,0.01038703,0.009244639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00395905,"about_ca_system_score_gemma":0.009824376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003359555,"about_ca_topic_score_gemma":0.006373504,"domain_scores_codex":[0.9946414,0.002414205,0.0007082454,0.0003842223,0.001443853,0.0004080476],"domain_scores_gemma":[0.9656943,0.017505,0.003450102,0.0008781202,0.007444004,0.005028442],"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":[0.0001076556,0.00003468418,0.0003118568,0.002962747,0.00006962674,0.00004016753,0.00009412721,0.00001605417,0.00004302165,0.002704587,0.9182479,0.07536746],"study_design_scores_gemma":[0.0002247006,0.00006500261,0.001395556,0.008305126,0.00009224578,0.0001318579,0.0003280342,0.00001227132,0.0000367972,0.004447559,0.9849433,0.00001752648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002170679,0.3237025,0.00008287528,0.5034654,0.1620523,0.00004221753,0.0001634546,0.00001750885,0.01025666],"genre_scores_gemma":[0.005162386,0.3201975,0.0002934037,0.3638189,0.2997199,0.0001634151,0.0001976593,0.00002908211,0.01041778],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.044077,"threshold_uncertainty_score":0.1474523,"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."}}