{"id":"W4315645483","doi":"10.1097/aln.0000000000004482","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":[0.001758743,0.0009114788,0.001260157,0.003308058,0.001445041,0.007082918,0.001176541,0.004529472,0.237488],"category_scores_gemma":[0.01058242,0.0003908203,0.0006997628,0.004150692,0.00117812,0.00430384,0.003087482,0.00472062,0.1072192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411637,"about_ca_system_score_gemma":0.005428645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490511,"about_ca_topic_score_gemma":0.003152789,"domain_scores_codex":[0.9978604,0.0003839955,0.0002363,0.0002731261,0.001003818,0.0002424173],"domain_scores_gemma":[0.9924747,0.001482371,0.0005428102,0.0002914754,0.002770694,0.002437962],"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":[0.00001913232,0.00001130866,0.0001317154,0.0009407077,0.000008590338,0.00005581463,0.00006015992,0.00001594781,0.0001512049,0.001461693,0.904541,0.09260277],"study_design_scores_gemma":[0.000005556411,0.000008977429,0.0002428982,0.0008963571,0.000006301027,0.0001018189,0.00006734382,0.000004719372,0.00003188058,0.0007251514,0.9979054,0.000003651992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0005860825,0.2878703,0.0007605259,0.1896846,0.3639013,0.0001525929,0.001465482,0.0003118479,0.1552674],"genre_scores_gemma":[0.00782475,0.3356899,0.00112193,0.104188,0.3167565,0.000177066,0.001832418,0.0002793719,0.2321301],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.237488,"threshold_uncertainty_score":0.7944766,"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."}}