{"id":"W2757071245","doi":"10.1016/j.cjca.2017.07.463","title":"CONTEXTUAL COMPREHENSIVE ORIENTATION FOR NEW STAFF: CVICU SPECIFIC","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Medicine; Specialty; Curriculum; Health care; Orientation (vector space); Intensive care unit; Documentation; Nursing; Medical education; Patient safety; Medical emergency; Intensive care medicine; Family medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005045227,0.0004873617,0.0004566782,0.0007893006,0.004909888,0.005108422,0.00186229,0.001986531,0.0334725],"category_scores_gemma":[0.01741644,0.0004304207,0.0005770843,0.000649351,0.001215757,0.00221392,0.009185158,0.003094607,0.004207855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006760018,"about_ca_system_score_gemma":0.02582124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01252224,"about_ca_topic_score_gemma":0.07497638,"domain_scores_codex":[0.9940017,0.002535769,0.000260871,0.0003385445,0.0007144426,0.002148694],"domain_scores_gemma":[0.9771069,0.002231252,0.001040334,0.001035149,0.002261352,0.01632513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005970149,0.006174863,0.1257904,0.001528603,0.0001219988,0.003371459,0.0523729,0.002615947,0.003123434,0.02405731,0.2951474,0.4850988],"study_design_scores_gemma":[0.0002553101,0.001917128,0.1681705,0.00422135,0.0001638146,0.002686478,0.1854021,0.003537597,0.002899272,0.02426047,0.6060962,0.0003896755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5307522,0.001716944,0.0263898,0.0817361,0.004241017,0.00228986,0.001283052,0.00225992,0.3493311],"genre_scores_gemma":[0.9415227,0.00115667,0.02543934,0.006750493,0.000503361,0.0008738869,0.0007539003,0.0002462078,0.02275337],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0334725,"threshold_uncertainty_score":0.1119767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008934888889894,"score_gpt":0.3761084301232302,"score_spread":0.2752149412342408,"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."}}