{"id":"W2792588996","doi":"10.1213/ane.0000000000002673","title":"Safe Surgery Globally by 2030: The View From Surgery","year":2018,"lang":"en","type":"editorial","venue":"Anesthesia & Analgesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Anesthesiology; Checklist; Patient safety; Task (project management); Operating theater; Work (physics); Medical education; Nursing; Public relations; Surgery; Management","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":[0.007273137,0.001236029,0.0006062358,0.001683718,0.009054506,0.01453611,0.0017718,0.01496882,0.01206014],"category_scores_gemma":[0.0089053,0.0004339009,0.0009446209,0.00169969,0.01068484,0.0265121,0.01464096,0.03473515,0.003766049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006946028,"about_ca_system_score_gemma":0.02187393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01359527,"about_ca_topic_score_gemma":0.01965227,"domain_scores_codex":[0.9951105,0.001719842,0.0001797071,0.0003400273,0.001596301,0.001053579],"domain_scores_gemma":[0.9942172,0.001293845,0.0002551351,0.0001400427,0.001281895,0.00281185],"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":[0.00005260581,0.00004212287,0.0009451943,0.000566101,0.00001378064,0.0004213247,0.01369902,0.000196938,0.0004759916,0.1052471,0.8261625,0.05217733],"study_design_scores_gemma":[0.000008257388,0.00005922689,0.0006746345,0.001186437,0.000007286688,0.000304388,0.0260999,0.0001187966,0.0001172549,0.02609378,0.9452769,0.00005315194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001577748,0.01840409,0.0005893746,0.9461081,0.01838177,0.00001124961,0.00007784869,0.00004200867,0.01480792],"genre_scores_gemma":[0.08333579,0.06759994,0.002542097,0.8061526,0.01373497,0.00008724444,0.0002177174,0.0002076543,0.02612188],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01496882,"threshold_uncertainty_score":0.05039722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153796204273662,"score_gpt":0.2547786209028206,"score_spread":0.243240658860084,"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."}}