{"id":"W2910523678","doi":"10.1017/s0033291718003963","title":"Temporal pathways of change in two randomized controlled trials for depression and harmful drinking in Goa, India","year":2019,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"University of Toronto; Medical Psychiatry Alliance; Wellcome Trust","keywords":"Context (archaeology); Medicine; Randomized controlled trial; Depression (economics); Behavior change; Clinical trial; Confidence interval; Clinical psychology; Alcohol consumption; Psychiatry; Internal medicine; Alcohol","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1197324,0.001032568,0.004274093,0.001347288,0.001002944,0.004074866,0.001760209,0.002775674,0.006678525],"category_scores_gemma":[0.2126471,0.001263789,0.009921296,0.002678453,0.002927554,0.003265153,0.002884055,0.005122611,0.0002909761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0034156,"about_ca_system_score_gemma":0.009128928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004016561,"about_ca_topic_score_gemma":0.004305132,"domain_scores_codex":[0.7799953,0.191513,0.009656847,0.008721365,0.006638111,0.003475402],"domain_scores_gemma":[0.7559469,0.1891161,0.03594737,0.0104332,0.005108632,0.003447768],"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":[0.7717425,0.004615781,0.04948704,0.01550055,0.07568399,0.0003687738,0.001955714,0.004501135,0.000890671,0.008614607,0.001915492,0.06472379],"study_design_scores_gemma":[0.5817792,0.07708988,0.1281571,0.00409649,0.1475747,0.0004675237,0.001380171,0.02257777,0.001768066,0.02607697,0.008665077,0.000367064],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.844043,0.08207987,0.02746274,0.006630859,0.00243117,0.0256957,0.003118969,0.0004692349,0.008068551],"genre_scores_gemma":[0.9657281,0.002501042,0.01107007,0.001222338,0.000154512,0.01779895,0.0005537758,0.00003517743,0.0009360803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1197324,"threshold_uncertainty_score":0.6332129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1828139519501199,"score_gpt":0.4332833023990292,"score_spread":0.2504693504489093,"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."}}