{"id":"W3112337930","doi":"10.23889/ijpds.v5i5.1562","title":"Healthcare Use for Violent Injury After Intimate Partner Violence Identified Through the Justice System: A Data Linkage Study","year":2020,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Paul University; University of Manitoba; Manitoba Health","funders":"","keywords":"Domestic violence; Medicine; Hazard ratio; Population; Health care; Emergency department; Occupational safety and health; Poison control; Confidence interval; Demography; Medical record; Injury prevention; Medical emergency; Psychiatry; Environmental health; Political science; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005708048,0.0003161911,0.000696528,0.003418969,0.001723555,0.001789817,0.001321239,0.0008057531,0.002212645],"category_scores_gemma":[0.01280449,0.0006110805,0.001050724,0.01110715,0.0003986322,0.001038767,0.0023957,0.001004402,0.0004021492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003413316,"about_ca_system_score_gemma":0.00614688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.173627,"about_ca_topic_score_gemma":0.1553107,"domain_scores_codex":[0.9933394,0.002506716,0.001174291,0.0009017481,0.001274275,0.0008035799],"domain_scores_gemma":[0.9903172,0.001695969,0.004294224,0.0008809344,0.002030458,0.0007811686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006212887,0.00007255854,0.9965971,0.00009426829,0.0001858858,0.00005285451,0.0005374179,0.00003361778,0.00002740866,0.0000551203,0.0008300077,0.001451621],"study_design_scores_gemma":[0.00005457508,0.0001059503,0.9939209,0.0003095834,0.0002405285,0.0002370321,0.002725309,0.0005017753,0.000071259,0.00007503438,0.001730382,0.00002773416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786357,0.0009067492,0.0008698568,0.0006011134,0.00002139114,0.0006202238,0.01693689,0.0000171823,0.001390894],"genre_scores_gemma":[0.9869956,0.0008869923,0.001066401,0.0003967526,0.00002432744,0.001312187,0.008817354,0.00001005546,0.0004903012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.173627,"threshold_uncertainty_score":0.3452327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2222350234801819,"score_gpt":0.4827458270826259,"score_spread":0.260510803602444,"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."}}