{"id":"W2897067085","doi":"10.2196/11533","title":"Primary Prevention of Intimate Partner Violence Among Recently Married Dyads Residing in the Slums of Pune, India: Development and Rationale for a Dyadic Intervention","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center","keywords":"Domestic violence; Socioeconomic status; Intervention (counseling); Psychology; Suicide prevention; Poison control; Mental health; Medicine; Environmental health; Population; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003818952,0.00054995,0.0004999748,0.0009064017,0.002486994,0.0007071212,0.00142252,0.0005472155,0.004104264],"category_scores_gemma":[0.002993047,0.0003905056,0.0006096765,0.000432414,0.0008141518,0.000623944,0.003890306,0.001300377,0.0003069379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638862,"about_ca_system_score_gemma":0.008390469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00294013,"about_ca_topic_score_gemma":0.00795742,"domain_scores_codex":[0.9975278,0.001767506,0.0001103625,0.0001686822,0.0001675596,0.000258177],"domain_scores_gemma":[0.9987097,0.0003825237,0.0001119101,0.00008109336,0.0002028989,0.0005119389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001288274,0.04587793,0.04080853,0.008482668,0.0001849179,0.001904219,0.04996419,0.002932394,0.01064277,0.01137983,0.004027813,0.8225065],"study_design_scores_gemma":[0.01644646,0.1306446,0.3582054,0.01197438,0.002436377,0.00448104,0.2541178,0.01622742,0.02943834,0.01587209,0.159756,0.0003999882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8538678,0.001688814,0.03789665,0.00413265,0.000282954,0.08006886,0.0004634386,0.0001971397,0.02140159],"genre_scores_gemma":[0.7230206,0.003077151,0.1749936,0.0009205535,0.00005937339,0.09402918,0.0003377295,0.00001714738,0.003544577],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.004104264,"threshold_uncertainty_score":0.02019686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1998443398630834,"score_gpt":0.5296442319155611,"score_spread":0.3297998920524777,"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."}}