{"id":"W4248086546","doi":"10.1097/aln.0000000000003613","title":"Science, Medicine, and the Anesthesiologist","year":2020,"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; Pain medicine; Intensive care medicine; 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":[0.008093094,0.001245389,0.001725841,0.006882412,0.002729835,0.00972285,0.002025101,0.008905852,0.04150706],"category_scores_gemma":[0.04608131,0.0006714243,0.001103895,0.005135005,0.003365743,0.007590656,0.004302233,0.01137946,0.01620038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00471669,"about_ca_system_score_gemma":0.009129222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002143465,"about_ca_topic_score_gemma":0.004343489,"domain_scores_codex":[0.9926489,0.002509856,0.001308008,0.0004985909,0.002541063,0.0004934546],"domain_scores_gemma":[0.9616038,0.01531989,0.003275188,0.001201925,0.01335811,0.005241173],"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":[0.00001949022,0.00001518097,0.0001858911,0.001437498,0.00001989278,0.0001587339,0.0001790232,0.00001601613,0.00007228999,0.002012875,0.9351212,0.06076181],"study_design_scores_gemma":[0.0000134439,0.0000149903,0.0003560465,0.003213511,0.00001383571,0.0002658372,0.000307895,0.000005843571,0.0000165193,0.001611865,0.9941726,0.000007497929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0001995543,0.2634222,0.0003106502,0.391494,0.3213418,0.00007986644,0.0001024389,0.00004516436,0.02300426],"genre_scores_gemma":[0.003873989,0.2771561,0.0008281239,0.2802021,0.4200398,0.0001489331,0.0001755595,0.0000457884,0.01752963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04150706,"threshold_uncertainty_score":0.138855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08685127447782579,"score_gpt":0.2564872854238067,"score_spread":0.1696360109459809,"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."}}