{"id":"W2999675065","doi":"10.1097/ccm.0000000000004201","title":"Compliance With Evidence-Based Processes of Care After Transitions Between Staff Intensivists","year":2020,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Sunnybrook Health Science Centre; Sinai Health System; University of Toronto; St. Michael's Hospital; Health Sciences Centre","funders":"","keywords":"Medicine; Odds ratio; Discontinuation; Spontaneous breathing trial; Mechanical ventilation; Intensive care; Odds; Emergency medicine; Cohort study; Intensive care medicine; Cohort; Intensive care unit; Anesthesia; Internal medicine; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01676214,0.0002988868,0.0004137618,0.001163156,0.0006474383,0.001785915,0.001048559,0.0008639778,0.00109422],"category_scores_gemma":[0.09588473,0.0003934049,0.001207473,0.00133934,0.0006404622,0.001049277,0.001599404,0.001215127,0.0001306515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003408166,"about_ca_system_score_gemma":0.005615862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02651502,"about_ca_topic_score_gemma":0.0276784,"domain_scores_codex":[0.977749,0.01033259,0.003435375,0.002066359,0.004316859,0.002099734],"domain_scores_gemma":[0.8437774,0.03047548,0.1080707,0.005389607,0.006859871,0.005427047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852424,0.0001293151,0.99575,0.00002781774,0.0001154273,0.00001745927,0.0003751496,0.00008932365,0.0000366834,0.00001957147,0.0000494713,0.003204533],"study_design_scores_gemma":[0.00001503912,0.0002716251,0.9989513,0.00003061512,0.00002352486,0.00002165931,0.0002938593,0.0002513308,0.00004858883,0.00001699091,0.00007025577,0.000005046692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987465,0.0002735134,0.0002472077,0.0002346095,0.000008582076,0.0000639119,0.0002228089,0.000006131175,0.0001966355],"genre_scores_gemma":[0.9992356,0.00007084883,0.0003049527,0.0000426921,0.00001005838,0.00004569344,0.0002204899,0.000001345689,0.00006833919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02651502,"threshold_uncertainty_score":0.08864772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2079629339252237,"score_gpt":0.4032319362227743,"score_spread":0.1952690022975505,"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."}}