{"id":"W1964094882","doi":"10.1176/appi.ap.11070135","title":"Psychotherapy Training for IMGs: Attending to the “How to” and “What to” Teach","year":2012,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph's Hospital; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Workforce; Residency training; Medical education; Training (meteorology); Psychology; MEDLINE; Medicine; Continuing education; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008124475,0.0002518799,0.0002460961,0.0001587203,0.0004036286,0.00008131083,0.0004216961,0.0002214214,0.0002031065],"category_scores_gemma":[0.00001387966,0.000183478,0.00006070013,0.0002985438,0.00002330729,0.000421991,0.00003360051,0.0003835779,0.0002500909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004645891,"about_ca_system_score_gemma":0.00002455967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001932132,"about_ca_topic_score_gemma":0.00002816165,"domain_scores_codex":[0.9980521,0.00008609596,0.00029784,0.0004661911,0.000165574,0.0009321811],"domain_scores_gemma":[0.998845,0.0001759896,0.00009049416,0.0003601299,0.00001351524,0.0005148813],"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":[0.0005463939,0.0001454577,0.05209794,0.00005069805,0.000126794,3.171589e-7,0.04591661,7.168084e-7,0.0006513684,0.03103967,0.3619454,0.5074787],"study_design_scores_gemma":[0.002486215,0.0007243115,0.09813385,0.0003851343,0.00007757971,0.00005877082,0.0373443,0.000003569628,0.0001883642,0.004552374,0.8553519,0.0006936297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7576312,0.008376408,0.001561196,0.2188729,0.01015262,0.002329615,0.00002775878,0.00007618818,0.0009720552],"genre_scores_gemma":[0.9084278,0.0003289168,0.006519098,0.07513123,0.004449146,0.001328317,0.00001534016,0.00007776471,0.003722347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.506785,"threshold_uncertainty_score":0.7482017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07577500530933841,"score_gpt":0.4227957823430263,"score_spread":0.3470207770336879,"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."}}