{"id":"W2001413686","doi":"10.1891/1946-6560.4.1.76","title":"Risk Assessment in Intimate Partner Violence: A Systematic Review of Contemporary Approaches","year":2013,"lang":"en","type":"review","venue":"Partner Abuse","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":133,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Domestic violence; Psychology; Context (archaeology); Risk assessment; Systematic review; Poison control; Suicide prevention; Clinical psychology; Medicine; MEDLINE; Environmental health; Political science","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":[0.014516,0.002332326,0.01239304,0.01605183,0.0007439587,0.004124478,0.002982804,0.002868233,0.004704001],"category_scores_gemma":[0.04880152,0.001459666,0.01114468,0.01374049,0.001272433,0.003773174,0.002986231,0.002209513,0.0002680077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003308254,"about_ca_system_score_gemma":0.01142424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0096193,"about_ca_topic_score_gemma":0.02939337,"domain_scores_codex":[0.989318,0.00326134,0.004552735,0.0008706336,0.001778671,0.0002187064],"domain_scores_gemma":[0.9610269,0.03064589,0.005719458,0.0003900102,0.001923268,0.0002944733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002081207,0.00003714469,0.0008497037,0.9013814,0.01072249,0.00006519631,0.0002234777,0.0001559281,0.00009429572,0.0003345512,0.0008869062,0.08504081],"study_design_scores_gemma":[0.000361259,0.0002260498,0.004117265,0.8663007,0.1083279,0.0003801282,0.0004399009,0.0001823087,0.0001392041,0.0008857713,0.01856021,0.00007929358],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002122165,0.9993663,0.00009817851,0.00008439827,0.00003286725,0.00007404212,0.00006708883,0.000002701198,0.00006217603],"genre_scores_gemma":[0.00371912,0.9951116,0.0007544347,0.0001754458,0.00004153332,0.0001231528,0.0000470803,0.000002015474,0.00002558696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01605183,"threshold_uncertainty_score":0.07676882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237901622326341,"score_gpt":0.4024229252481778,"score_spread":0.2786327630155437,"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."}}