{"id":"W4401223358","doi":"10.1192/bjo.2024.123","title":"A Multicenter Randomized Controlled Trial of Measurement-Based Care for Major Depressive Disorder in Pakistan","year":2024,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Major depressive disorder; Checklist; Randomized controlled trial; Mirtazapine; Clinical trial; Family medicine; Depression (economics); Psychiatry; Randomization; Health care; Mental health; Informed consent; Mood; Alternative medicine; Antidepressant; Psychology; Anxiety; 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":[0.001258624,0.000204168,0.001169598,0.0001522652,0.00007900065,0.0001005543,0.0003638487,0.00009912319,0.0008700207],"category_scores_gemma":[0.00007032579,0.0001400737,0.0003426893,0.0001355408,0.00005233425,0.0001027162,0.00004067291,0.00009175925,0.00003166021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017448,"about_ca_system_score_gemma":0.00009188854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567602,"about_ca_topic_score_gemma":0.001501134,"domain_scores_codex":[0.9976819,0.0005008453,0.0008435851,0.000417357,0.0002503855,0.0003059682],"domain_scores_gemma":[0.9986182,0.0007154457,0.0001979354,0.0002947576,0.0001088498,0.00006473754],"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":[0.9750741,0.0008753043,0.0003701802,0.0003049175,0.0003801559,0.00001118841,0.001329808,0.000002193504,0.00002119395,0.001068819,0.0007591724,0.01980293],"study_design_scores_gemma":[0.9936363,0.0003419828,0.0001510357,0.0003540679,0.0002510935,2.138526e-7,0.0008576852,0.0002830865,0.00009260455,0.0001970166,0.003694545,0.0001404044],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6584267,0.02831149,0.002877655,0.002656434,0.009068299,0.2372577,0.0003747448,0.0001218505,0.06090511],"genre_scores_gemma":[0.9701144,0.00001047051,0.0003061393,0.0001578605,0.00008546944,0.02806997,0.00006545077,0.00003283479,0.001157412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3116877,"threshold_uncertainty_score":0.9526117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04686355301023273,"score_gpt":0.4406696278119464,"score_spread":0.3938060748017137,"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."}}