{"id":"W4389751139","doi":"10.1016/j.jaclp.2023.11.268","title":"“Tell Me About It, Tell Me Everything You Feel”: Psychiatrist-led Wellness Check-ins for Physician Trainees","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Consultation-Liaison Psychiatry","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Psychology; Medical education; Medicine; Family medicine","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":[0.00158687,0.0002581056,0.0002434006,0.000245141,0.006690011,0.0008779663,0.0009295988,0.002681312,0.01256501],"category_scores_gemma":[0.009426048,0.0005705025,0.0004864529,0.0002074815,0.000608874,0.001064493,0.002253855,0.004740826,0.001205448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002877492,"about_ca_system_score_gemma":0.01521567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03357993,"about_ca_topic_score_gemma":0.1478628,"domain_scores_codex":[0.9988701,0.0003735326,0.00004031906,0.00005409852,0.00008215789,0.0005797233],"domain_scores_gemma":[0.9889684,0.0008748025,0.0005586474,0.0001189155,0.000395735,0.009083452],"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":[0.003638858,0.02334185,0.2662033,0.0007317385,0.0002523061,0.01492587,0.02133083,0.0007520198,0.002171057,0.001012856,0.332249,0.3333903],"study_design_scores_gemma":[0.003986137,0.007746898,0.8361805,0.002127041,0.000327529,0.003925935,0.07098459,0.001542205,0.001133906,0.001449532,0.07034191,0.0002538563],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.808013,0.001286868,0.0004644444,0.1638343,0.002356515,0.001226644,0.0002766686,0.0001937941,0.02234772],"genre_scores_gemma":[0.95816,0.001748052,0.002518967,0.02931888,0.0009993865,0.0007555016,0.0002195727,0.00003896562,0.00624063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03357993,"threshold_uncertainty_score":0.066769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643126807299234,"score_gpt":0.3466461091743532,"score_spread":0.3202148411013609,"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."}}