{"id":"W3113979292","doi":"10.1177/0093854820980498","title":"Dynamic Appraisal of Intimate Partner Violence Risk and Need: Results From an Outpatient Treatment Program","year":2020,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Ministry of Community Safety and Correctional Services","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Recidivism; Facilitator; Poison control; Risk assessment; Psychology; Injury prevention; Domestic violence; Suicide prevention; Human factors and ergonomics; Occupational safety and health; Clinical psychology; Psychiatry; Medicine; Medical emergency; Social psychology; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001738325,0.0001764173,0.0002408925,0.0000329985,0.0003164173,0.00008320564,0.0001413358,0.0001039357,0.00001526826],"category_scores_gemma":[0.0001454369,0.0001487434,0.00004392166,0.00009556201,0.0004664547,0.0002116818,0.00005759368,0.0001226956,0.000009533155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000260196,"about_ca_system_score_gemma":0.00005875808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005137836,"about_ca_topic_score_gemma":0.0001545819,"domain_scores_codex":[0.9985956,0.0001368825,0.0003121086,0.0004189351,0.0002424094,0.0002940856],"domain_scores_gemma":[0.9991639,0.0001412896,0.0001547852,0.0001519473,0.00009438414,0.0002937164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008956719,0.001707322,0.02002381,0.000298192,0.00002809295,0.0000603559,0.1422654,0.00001947913,0.001507574,0.001158806,0.00003882513,0.8319964],"study_design_scores_gemma":[0.003320523,0.007820446,0.6854555,0.0003332504,0.01917807,0.00000494601,0.2691399,0.01072349,0.00157752,0.0001418671,0.001317106,0.0009874157],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997939,0.0002808869,0.0001043502,0.00005504201,0.0001826512,0.0004457836,0.0002892763,0.00007427071,0.0006287588],"genre_scores_gemma":[0.9958218,0.001414125,0.002452881,0.00007048627,0.00008976762,0.00006980266,0.00005914228,0.00001118013,0.00001082641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.831009,"threshold_uncertainty_score":0.7766905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05470531408125145,"score_gpt":0.3873507061494201,"score_spread":0.3326453920681686,"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."}}