{"id":"W2924129655","doi":"10.1002/aet2.10334","title":"Resident Supervision and Patient Care: A Comparative Time Study in a Community‐Academic Versus a Community Emergency Department","year":2019,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Emergency department; Medical emergency; Medicine; Academic community; Psychology; Emergency medicine; Nursing; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001426752,0.0003291618,0.0003221673,0.001079885,0.000532842,0.0005266221,0.0004430094,0.0004214435,0.002104144],"category_scores_gemma":[0.006058472,0.0002341783,0.0003473706,0.0007290415,0.0005788297,0.0007974587,0.0007526424,0.0003579652,0.0002303444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006649022,"about_ca_system_score_gemma":0.0007272384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003851659,"about_ca_topic_score_gemma":0.006178705,"domain_scores_codex":[0.9986936,0.0005639108,0.0001038762,0.0001846207,0.0002268781,0.0002270285],"domain_scores_gemma":[0.9962325,0.0009936143,0.001137392,0.0001160504,0.0005410012,0.000979599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001817102,0.002151567,0.9814066,0.00008404282,0.00007266949,0.0004254863,0.003599633,0.0001105466,0.0008289178,0.00003054653,0.0001607718,0.009312226],"study_design_scores_gemma":[0.00007116206,0.004526376,0.9902185,0.00001432232,0.00002269612,0.0003407872,0.004162306,0.0001757791,0.0001728647,0.0000162071,0.000267019,0.00001196058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998232,0.00002683483,0.00002638876,0.000006432245,0.000001648041,0.00001056829,0.0000215574,4.74634e-7,0.00008292705],"genre_scores_gemma":[0.9996316,0.00004213724,0.000100289,0.00001774338,0.00001058718,0.00003357584,0.00006382479,0.000001027375,0.00009911222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003851659,"threshold_uncertainty_score":0.007658482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08022398615807666,"score_gpt":0.3847717844155031,"score_spread":0.3045477982574264,"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."}}