{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006018003,0.0002846592,0.001286704,0.0000857542,0.0001940184,0.00002159391,0.0001540693,0.0001073734,0.00004471904],"category_scores_gemma":[0.0001809609,0.0001902381,0.0002838307,0.00009251812,0.000106696,0.0002974592,0.00001444347,0.0001041211,0.00001891123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001079945,"about_ca_system_score_gemma":0.00002213945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004922932,"about_ca_topic_score_gemma":0.00005195445,"domain_scores_codex":[0.9971935,0.001108817,0.0006754305,0.0003544664,0.0003402047,0.0003275743],"domain_scores_gemma":[0.9920651,0.006771658,0.0006771588,0.0002972354,0.00009300475,0.00009582099],"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":[0.9624951,0.004221007,0.00178287,0.00009072797,0.001039087,0.000001184886,0.001813963,9.499628e-7,0.000002614838,0.0004794558,0.0001673193,0.02790565],"study_design_scores_gemma":[0.9809685,0.005327231,0.008213907,0.00005771899,0.002115365,5.014607e-7,0.001000731,0.000009745791,0.000004211294,0.00007190149,0.00205001,0.0001801899],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316457,0.0007259418,0.0002913398,0.0001854398,0.001430513,0.02134487,0.0001191522,0.00004096912,0.04421609],"genre_scores_gemma":[0.9917931,0.0001122727,0.0006123206,0.0006232255,0.00008067433,0.005495793,0.0009500831,0.00004143783,0.0002911186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06014739,"threshold_uncertainty_score":0.7757685,"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."}}