{"id":"W4416195703","doi":"10.1037/cap0000448","title":"A multimethod assessment of training in evidence-based psychotherapies across mental health disciplines in Canada.","year":2025,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mental health; Training (meteorology); MEDLINE; Public health; Mental illness","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03025116,0.0004859419,0.001154126,0.01148939,0.005940115,0.005090621,0.003819246,0.001210824,0.003587226],"category_scores_gemma":[0.1044158,0.0006917643,0.001639725,0.01623419,0.001757241,0.002339231,0.007509867,0.001821858,0.0002691946],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.13518,"about_ca_system_score_gemma":0.3272186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9594471,"about_ca_topic_score_gemma":0.984176,"domain_scores_codex":[0.9624967,0.006239101,0.005916004,0.001835892,0.01957213,0.003940149],"domain_scores_gemma":[0.889296,0.01296286,0.01741735,0.002072937,0.06232994,0.01592094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004914018,0.0005354253,0.7518732,0.004515244,0.000971804,0.00007117845,0.01248212,0.0005924529,0.0003558664,0.001590367,0.02002325,0.2064978],"study_design_scores_gemma":[0.0000971765,0.0001818754,0.9718801,0.002687071,0.0003133281,0.00008000094,0.006701915,0.0008986774,0.0002116512,0.0002836951,0.0165942,0.00007038828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8260321,0.05590249,0.004469093,0.03565659,0.001083229,0.008598922,0.02863806,0.0003244357,0.03929499],"genre_scores_gemma":[0.9696763,0.007829835,0.0124167,0.002092612,0.0000674769,0.00228976,0.003721305,0.00004370985,0.001862376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.86482,"threshold_uncertainty_score":0.9808043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11566171823403,"score_gpt":0.4871810190999866,"score_spread":0.3715193008659566,"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."}}