{"id":"W2162472038","doi":"10.1093/fampra/cmu006","title":"Randomized controlled trial of transdiagnostic group treatments for primary care patients with common mental disorders","year":2014,"lang":"en","type":"article","venue":"Family Practice","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Medicine; Randomized controlled trial; Primary care; Psychiatry; Physical therapy; Family medicine; Internal 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":[0.003490763,0.001801849,0.006379467,0.001077286,0.001123091,0.001348965,0.001642408,0.003608966,0.01540601],"category_scores_gemma":[0.008221369,0.0009656294,0.002670723,0.0008492015,0.001727229,0.001350986,0.001115442,0.004225287,0.001189188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707819,"about_ca_system_score_gemma":0.003172485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003144688,"about_ca_topic_score_gemma":0.005165812,"domain_scores_codex":[0.9954651,0.002802234,0.0004485669,0.0006114541,0.0002674123,0.0004052969],"domain_scores_gemma":[0.994711,0.002189936,0.001099847,0.0002770532,0.0003037612,0.001418363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9789327,0.008312031,0.0003097795,0.001073975,0.001056727,0.00002676829,0.00005602018,0.0001279506,0.0002165582,0.0001002786,0.0003427372,0.009444508],"study_design_scores_gemma":[0.975966,0.02290029,0.0004258878,0.00005446795,0.0002575642,0.000008067705,0.00001756364,0.0001222483,0.00004309127,0.00005669147,0.0001437993,0.000004336229],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431417,0.01007557,0.001833182,0.002197711,0.004727219,0.03225829,0.001172818,0.0003679212,0.004225624],"genre_scores_gemma":[0.941844,0.003381925,0.00474777,0.002011927,0.001238291,0.04353093,0.0005614767,0.00001993215,0.002663813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01540601,"threshold_uncertainty_score":0.05153823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398647095601433,"score_gpt":0.3306152287419605,"score_spread":0.3166287577859462,"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."}}