{"id":"W6976764053","doi":"10.60692/6qa6j-xc465","title":"The Roles of Early Response and Sudden Gains on Depression Outcomes: Findings From a Randomized Controlled Trial of Behavioral Activation in Goa, India","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Randomized controlled trial; Depression (economics); Context (archaeology); Depressive symptoms; Primary care; Clinical endpoint","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":[0.004799748,0.0005422661,0.001123766,0.0003322937,0.0004224684,0.0009164984,0.0007586548,0.0009531131,0.002157062],"category_scores_gemma":[0.006587322,0.0003508008,0.002172569,0.0004930088,0.001765318,0.0005762036,0.0005363168,0.00226612,0.0001626047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006580277,"about_ca_system_score_gemma":0.001711067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003094219,"about_ca_topic_score_gemma":0.005450179,"domain_scores_codex":[0.9953634,0.003338335,0.0003458008,0.0003109542,0.0002784113,0.0003631967],"domain_scores_gemma":[0.9943812,0.003242085,0.001094775,0.0004843207,0.0001457507,0.0006517782],"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":[0.9272907,0.02148403,0.01386487,0.001250587,0.004157011,0.00007106576,0.0004051602,0.0002939788,0.001473428,0.0002392945,0.0003475029,0.02912237],"study_design_scores_gemma":[0.6966028,0.1938385,0.0982709,0.0002497732,0.007545832,0.00008069912,0.0003155922,0.000798116,0.00118061,0.0003832459,0.0006776507,0.00005640679],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969813,0.001061832,0.0001803102,0.0002484452,0.00009001753,0.0007858071,0.0001268968,0.00001426402,0.0005111575],"genre_scores_gemma":[0.9981578,0.0003664148,0.0002952714,0.0001839538,0.00007884112,0.0006187555,0.00008358702,0.000002381552,0.0002129427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004799748,"threshold_uncertainty_score":0.02538383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03687959357479188,"score_gpt":0.3278682047298792,"score_spread":0.2909886111550873,"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."}}