{"id":"W4235707899","doi":"10.21203/rs.3.rs-87490/v1","title":"Domestic Violence and Abuse Related Emergency Room Visits in Ontario, Canada","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Domestic violence; Medical emergency; Emergency department; Medicine; Criminology; Business; Political science; Suicide prevention; Psychology; Psychiatry; Poison control","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":[0.0007144644,0.0005401619,0.0009180978,0.002526055,0.007632499,0.002809723,0.002046183,0.001019832,0.009629468],"category_scores_gemma":[0.00478797,0.001031054,0.001253201,0.008071709,0.001258519,0.001148003,0.002333819,0.001965516,0.0006238383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09956508,"about_ca_system_score_gemma":0.1364655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993493,"about_ca_topic_score_gemma":0.9997743,"domain_scores_codex":[0.9978067,0.000206341,0.0001969297,0.0002294326,0.000575133,0.0009854456],"domain_scores_gemma":[0.9934152,0.0004216809,0.001340786,0.0001365431,0.00259595,0.002089757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001925241,0.0001360071,0.9642191,0.0002763225,0.0001645966,0.0004647558,0.006311678,0.0004684147,0.0001676945,0.001455865,0.01402873,0.01211432],"study_design_scores_gemma":[0.00003495352,0.00003053763,0.9849805,0.0002420083,0.0000478222,0.0001060744,0.009727978,0.0003740726,0.00003988449,0.0001061969,0.004279117,0.00003084199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449093,0.004543363,0.0002822592,0.005668141,0.0001776815,0.0003063448,0.02494527,0.0000494076,0.01911829],"genre_scores_gemma":[0.9781833,0.003475915,0.0004206038,0.0007195428,0.00005119697,0.0001142842,0.003882369,0.00003403121,0.01311882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09956508,"threshold_uncertainty_score":0.7223986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05824361384929178,"score_gpt":0.3954751478676553,"score_spread":0.3372315340183635,"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."}}