{"id":"W2350775221","doi":"10.1097/ceh.0000000000000025","title":"A Flipped Classroom Approach to Improving the Quality of Delirium Care Using an Interprofessional Train-the-Trainer Program","year":2016,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Delirium; Trainer; Session (web analytics); Medicine; Test (biology); Psychology; Physical therapy; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003957644,0.0001708213,0.0004304674,0.0002771323,0.0002921386,0.00002050935,0.0004115599,0.0001005186,0.00001111092],"category_scores_gemma":[0.007705347,0.00006839831,0.0001786532,0.0004328912,0.0001898151,0.0001565953,0.00005778538,0.0008222642,9.51136e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002955703,"about_ca_system_score_gemma":0.003808366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001414252,"about_ca_topic_score_gemma":0.0000877146,"domain_scores_codex":[0.9956199,0.002033563,0.001230873,0.0001848799,0.0005654081,0.0003653918],"domain_scores_gemma":[0.9886988,0.0009740847,0.001227696,0.0004100821,0.008516862,0.0001724449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001607565,0.002610058,0.01689211,0.0007787904,0.00008218007,0.000001863739,0.3544447,0.000008780255,0.02410343,0.00127542,0.008367874,0.5898272],"study_design_scores_gemma":[0.001492177,0.0006597975,0.09276777,0.005493896,0.00007221728,0.00009999782,0.8977246,0.00006606908,0.0001859913,0.0002530364,0.001053071,0.000131421],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219306,0.0004005774,0.005337544,0.06859025,0.001218036,0.002229339,0.000009684476,0.0000119712,0.0002720192],"genre_scores_gemma":[0.9753851,0.0000105542,0.004285752,0.01958939,0.0004022781,0.00009033531,0.000007757429,0.00002491306,0.0002038664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5896958,"threshold_uncertainty_score":0.9224577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06188797794507561,"score_gpt":0.451602055476602,"score_spread":0.3897140775315264,"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."}}