{"id":"W2992871419","doi":"10.1503/cmaj.190590","title":"Surgery Strategic Clinical Network","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Alberta; Alberta Health Services","funders":"","keywords":"Computer science; Data science; World Wide Web; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008741249,0.0005003301,0.0003426658,0.001464241,0.002692362,0.002608225,0.001658935,0.0008743139,0.1929038],"category_scores_gemma":[0.003250935,0.0002956148,0.0002486588,0.001807011,0.0007129346,0.0005392619,0.001986546,0.001271929,0.04128757],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01664271,"about_ca_system_score_gemma":0.07618878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6283478,"about_ca_topic_score_gemma":0.8495744,"domain_scores_codex":[0.9988346,0.00009021186,0.0000350321,0.0001101251,0.0005919441,0.0003381615],"domain_scores_gemma":[0.9940183,0.0002376947,0.0001699688,0.00008944921,0.002207792,0.003276807],"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":[0.00007525676,0.00004780382,0.005276204,0.00007831431,0.000007225142,0.0001179679,0.00005118693,0.0001419752,0.0001137074,0.003378408,0.9334275,0.05728444],"study_design_scores_gemma":[0.0002006641,0.00006791314,0.02417972,0.0003686184,0.00002011028,0.0002983565,0.0007391571,0.0008889352,0.0001482238,0.002647035,0.9704138,0.00002741692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01458063,0.003338596,0.002037879,0.05488871,0.003385723,0.0007717077,0.04807138,0.001692568,0.8712327],"genre_scores_gemma":[0.107153,0.005642133,0.007679025,0.02131704,0.00199731,0.000517931,0.06629238,0.0006381203,0.788763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9833573,"threshold_uncertainty_score":0.747682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352365714199154,"score_gpt":0.2853169312421254,"score_spread":0.2617932741001338,"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."}}