{"id":"W2898032138","doi":"10.1016/j.jaac.2018.09.205","title":"3.47 Transition to Practice Workshop: A Novel Interactive Intervention to Improve Resident Education","year":2018,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Burnout; Intervention (counseling); Transition (genetics); Job satisfaction; Medical education; Psychology; Medicine; Nursing; Clinical psychology; Social psychology","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":[0.001121061,0.0005197899,0.0003553671,0.0003507682,0.0018199,0.001022444,0.00130515,0.001742919,0.03667106],"category_scores_gemma":[0.004101847,0.000310266,0.0008547548,0.0001861697,0.0003772669,0.0009037852,0.002895774,0.002371093,0.005561638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005345563,"about_ca_system_score_gemma":0.002192497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009644943,"about_ca_topic_score_gemma":0.003229877,"domain_scores_codex":[0.9990597,0.0003307177,0.00004238231,0.0001425393,0.0001302976,0.0002942715],"domain_scores_gemma":[0.9976704,0.0005697794,0.0001512288,0.00009539437,0.00009213082,0.001420948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00429122,0.05891126,0.01012051,0.001727362,0.0001926185,0.002079864,0.01754702,0.0009991338,0.01566236,0.003302959,0.1823275,0.7028381],"study_design_scores_gemma":[0.02214441,0.04576442,0.2397739,0.004212453,0.00174195,0.004607082,0.07216086,0.01422089,0.02518241,0.01584348,0.5533552,0.0009929023],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7577515,0.0008408302,0.03612982,0.03272595,0.006056744,0.005465968,0.001425164,0.00896933,0.1506346],"genre_scores_gemma":[0.8131992,0.000754922,0.1059358,0.009882639,0.0009703899,0.007384967,0.00071723,0.000302741,0.06085225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03667106,"threshold_uncertainty_score":0.122677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00962734378036608,"score_gpt":0.3641389441715179,"score_spread":0.3545116003911518,"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."}}