{"id":"W4417283348","doi":"10.2196/67450","title":"Improving Experimental Designs for Interventions to Reduce Intimate Partner Violence: Protocol for Refinements to Single-Case Experimental Design for a Safety Planning Intervention in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Psychological intervention; Protocol (science); Intervention (counseling); Research design; Domestic violence; Human factors and ergonomics; Poison control; Behaviour change","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06523845,0.005974865,0.005894228,0.004038582,0.01046139,0.004513093,0.006006123,0.006218115,0.09780284],"category_scores_gemma":[0.06507919,0.004794903,0.005657925,0.004740788,0.004632265,0.002050674,0.003566328,0.007382642,0.008605726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0389607,"about_ca_system_score_gemma":0.1130408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1760474,"about_ca_topic_score_gemma":0.3371117,"domain_scores_codex":[0.9553906,0.02365274,0.005066183,0.003440552,0.006519097,0.005930724],"domain_scores_gemma":[0.9444227,0.01440561,0.006122112,0.007319009,0.02401954,0.003711076],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2209863,0.06842235,0.005918649,0.05867618,0.002790044,0.001708277,0.01765878,0.01567721,0.0129217,0.03021881,0.1642626,0.4007592],"study_design_scores_gemma":[0.358848,0.0508018,0.03459155,0.02008552,0.002087574,0.000201889,0.002840454,0.007802244,0.00853081,0.01231035,0.5010749,0.0008249871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001202188,0.00009409454,0.002174167,0.000106311,0.0001163322,0.9942366,0.0007358757,0.00008946997,0.001244914],"genre_scores_gemma":[0.0006540454,0.00006304206,0.004545782,0.00004819572,0.000009700794,0.9941803,0.00006778568,0.000004839523,0.0004263706],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9347615,"threshold_uncertainty_score":0.3500453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.479054469484012,"score_gpt":0.594214025552689,"score_spread":0.1151595560686769,"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."}}