{"id":"W2806555860","doi":"10.1007/s40596-018-0940-4","title":"Psychotherapy Competency Milestones: an Exploratory Pilot of CBT and Psychodynamic Psychotherapy Skills Acquisition in Junior Psychiatry Residents","year":2018,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Psychotherapist; Psychology; Psychodynamics; Psychodynamic psychotherapy; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001062093,0.000787562,0.0008297755,0.001022005,0.0002738359,0.0000411012,0.00136335,0.0008827987,0.001624494],"category_scores_gemma":[0.000003159893,0.0008250831,0.0001983285,0.001477426,0.0008403907,0.0005771522,0.00002188404,0.001195018,0.0001774713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006513371,"about_ca_system_score_gemma":0.0002874662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002175748,"about_ca_topic_score_gemma":0.0009421995,"domain_scores_codex":[0.9943772,0.000545875,0.00176622,0.001741344,0.0005322038,0.001037154],"domain_scores_gemma":[0.9963819,0.00009965955,0.0008727563,0.002074533,0.0001654693,0.0004056916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.003704535,0.007490704,0.3960195,0.0001311321,0.0004219671,0.000003871784,0.01394591,0.000001723186,0.02043505,0.4729214,0.05805197,0.02687225],"study_design_scores_gemma":[0.00700145,0.003125656,0.5783045,0.0006511806,0.00005605911,0.00008911877,0.001886923,0.00003425366,0.0001149136,0.402958,0.004594358,0.001183624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635211,0.0107357,0.006017454,0.005260812,0.006739432,0.001784956,0.0001339358,0.0004850539,0.005321538],"genre_scores_gemma":[0.9227507,0.01787452,0.04030774,0.01284825,0.00312237,0.001445027,0.0001061411,0.0004655108,0.001079703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182285,"threshold_uncertainty_score":0.99942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180994882298736,"score_gpt":0.3544043958056214,"score_spread":0.3363049075757478,"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."}}