{"id":"W4281707097","doi":"10.1097/aln.0000000000004275","title":"Science, Medicine, and the Anesthesiologist","year":2022,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Addiction; Commission; Incentive; Public relations; Psychiatry; Law; Political science","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":[0.008119219,0.001405247,0.002156516,0.01333773,0.002580717,0.01225785,0.001861641,0.007550838,0.03655457],"category_scores_gemma":[0.04381961,0.0008747602,0.001633695,0.01726666,0.004347364,0.00840557,0.004221924,0.008689961,0.009004876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01045522,"about_ca_system_score_gemma":0.01673833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01298637,"about_ca_topic_score_gemma":0.02268431,"domain_scores_codex":[0.9925167,0.002479076,0.00124876,0.0005955161,0.002549137,0.0006108478],"domain_scores_gemma":[0.9603391,0.02456771,0.003170397,0.0009762299,0.008788679,0.002157755],"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":[0.00006418433,0.00001736038,0.0002737597,0.01681727,0.00008942602,0.0001707403,0.0008042207,0.00003556992,0.0001168182,0.006790124,0.853275,0.1215455],"study_design_scores_gemma":[0.00001721742,0.0000102777,0.000586916,0.02237481,0.00004911924,0.0001570782,0.0005859415,0.000004959018,0.00002525942,0.002703859,0.9734715,0.00001307716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.00009216121,0.8374858,0.00009659314,0.09626783,0.05769066,0.0000337672,0.0001410797,0.00001314407,0.008179008],"genre_scores_gemma":[0.002241994,0.8395624,0.0003323669,0.0819222,0.07046168,0.00008651032,0.0002124511,0.00002715204,0.005153324],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03655457,"threshold_uncertainty_score":0.1222872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198857436390616,"score_gpt":0.2862369595668571,"score_spread":0.264248385202951,"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."}}