{"id":"W2000848221","doi":"10.1177/1524838000001002004","title":"A Review of Domestic Violence Risk Instruments","year":2000,"lang":"en","type":"review","venue":"Trauma Violence & Abuse","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":218,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Domestic violence; Risk assessment; Criminal justice; Suicide prevention; Poison control; Human factors and ergonomics; Criminology; Psychology; Occupational safety and health; Public relations; Business; Medical emergency; Political science; Actuarial science; Medicine; Computer security; Law; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002006183,0.0008395202,0.002965453,0.000314689,0.0005088352,0.00007401471,0.002183503,0.000572672,0.001152962],"category_scores_gemma":[0.0003691886,0.0007251046,0.001063191,0.001530597,0.001119425,0.0003617989,0.00008390405,0.0009753286,0.001407035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002833354,"about_ca_system_score_gemma":0.0009405364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002001648,"about_ca_topic_score_gemma":0.00003494196,"domain_scores_codex":[0.993473,0.001422945,0.001870939,0.001032695,0.001095282,0.001105167],"domain_scores_gemma":[0.9963521,0.0004112518,0.001386009,0.001217877,0.0002338449,0.0003989148],"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":[0.000006478918,0.0001223257,0.00002701023,0.04534635,0.00006142887,0.00001329142,0.0004803888,4.389439e-7,2.415754e-8,0.0005811453,0.0002079037,0.9531532],"study_design_scores_gemma":[0.0001117323,0.00005176831,0.0000283949,0.4748391,0.0007692684,0.00001016601,0.00007390448,0.000001870054,4.873229e-7,0.0003715805,0.5232507,0.0004909917],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002004147,0.9768996,0.00001611494,0.000002929065,0.0005176942,0.001998712,0.0002523667,0.0001664473,0.01994577],"genre_scores_gemma":[0.000257976,0.9984589,0.0002567405,0.0002436329,0.0002416914,0.0003096309,0.00005935269,0.00007670362,0.00009543174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9526622,"threshold_uncertainty_score":0.9997601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04662650874020779,"score_gpt":0.3860877244142842,"score_spread":0.3394612156740764,"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."}}