{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004175531,0.001068048,0.002464643,0.0004212728,0.0008236887,0.0009879007,0.0009743409,0.001667753,0.008951473],"category_scores_gemma":[0.006336618,0.0005882131,0.001834546,0.0003907737,0.00131252,0.0009339231,0.0006594688,0.001835373,0.0005136261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223531,"about_ca_system_score_gemma":0.002983223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002113452,"about_ca_topic_score_gemma":0.002966135,"domain_scores_codex":[0.9964806,0.002318368,0.0003065546,0.000450903,0.0002054361,0.0002381445],"domain_scores_gemma":[0.9965481,0.001185348,0.001101136,0.0002128322,0.0003004379,0.0006521055],"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":[0.9813529,0.006986829,0.0006361813,0.0008025647,0.0008017217,0.0000238491,0.00005346952,0.0001652288,0.0003239401,0.0001485508,0.000450098,0.008254712],"study_design_scores_gemma":[0.9572094,0.04065678,0.001111121,0.00006050126,0.0003423208,0.000007979654,0.00001993534,0.0001923447,0.00007687623,0.00007233323,0.0002428573,0.000007556764],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501463,0.004935526,0.001329614,0.001859389,0.001903584,0.03521769,0.001390086,0.0001152095,0.003102595],"genre_scores_gemma":[0.9647212,0.001572886,0.003545929,0.001010919,0.0004748718,0.02696276,0.0004716551,0.000007473781,0.001232324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008951473,"threshold_uncertainty_score":0.02994567,"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."}}