{"id":"W2334715092","doi":"10.1136/bmjopen-2015-010173","title":"Searching for the mechanisms of change: a protocol for a realist review of batterer treatment programmes","year":2016,"lang":"en","type":"review","venue":"BMJ Open","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Washington State University","keywords":"Medicine; Intervention (counseling); Inclusion (mineral); Domestic violence; Protocol (science); Data extraction; Public relations; Poison control; Medical education; Nursing; MEDLINE; Alternative medicine; Human factors and ergonomics; Social psychology; Psychology; Law; Political science; Medical emergency","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.285551,0.008409322,0.01873955,0.02055432,0.007203063,0.01228403,0.008745669,0.01985607,0.06976136],"category_scores_gemma":[0.3412131,0.00802369,0.0173828,0.02089242,0.0122011,0.01603666,0.01016098,0.0172882,0.02324129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02473778,"about_ca_system_score_gemma":0.08992591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005159936,"about_ca_topic_score_gemma":0.01031608,"domain_scores_codex":[0.7039846,0.1882223,0.0655112,0.01232211,0.02250285,0.007456922],"domain_scores_gemma":[0.6945913,0.1577175,0.04014295,0.03953218,0.06038081,0.007635231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01628525,0.001348778,0.001084332,0.7350245,0.002724297,0.002550695,0.02007632,0.002787099,0.004924978,0.02436781,0.1002936,0.08853239],"study_design_scores_gemma":[0.06599206,0.00350273,0.004945838,0.5168675,0.003845172,0.00112593,0.007516171,0.003502373,0.004581541,0.04694709,0.340054,0.001119653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002361267,0.000618878,0.002029653,0.0007113958,0.0004700717,0.9944963,0.0008730921,0.000114785,0.0004497112],"genre_scores_gemma":[0.0002883603,0.0003453333,0.004842036,0.0002220558,0.0000383541,0.9939052,0.0001279526,0.00001344737,0.0002171828],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.285551,"threshold_uncertainty_score":0.8810428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5720520588359772,"score_gpt":0.6125282101671782,"score_spread":0.04047615133120097,"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."}}