{"id":"W4401214179","doi":"10.1101/2024.07.31.24311289","title":"Non-physical Intimate Partner Violence and Long-term Public Healthcare Costs in a Representative Sample of Canadian Women","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto","funders":"","keywords":"Domestic violence; Health care; Physical health; Physical abuse; Sample (material); Environmental health; Psychology; Medicine; Business; Poison control; Suicide prevention; Political science; Psychiatry; Mental health","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":[0.0006093671,0.0003565825,0.0004121817,0.001561848,0.003950348,0.001397246,0.0009841997,0.0004211325,0.003092434],"category_scores_gemma":[0.002646938,0.000335005,0.0006833802,0.003111074,0.0006185754,0.0004067729,0.000812398,0.0005973211,0.0002813557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02322836,"about_ca_system_score_gemma":0.02651542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950687,"about_ca_topic_score_gemma":0.9962034,"domain_scores_codex":[0.9991981,0.00005987539,0.00004208713,0.00008288304,0.0003076622,0.0003094274],"domain_scores_gemma":[0.9988128,0.00006533129,0.0003037154,0.00003973093,0.0004833818,0.0002949731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003313011,0.00004524378,0.994234,0.00003870131,0.00004875666,0.00005908442,0.001058978,0.00005209524,0.00006006359,0.0001335892,0.001318208,0.002918108],"study_design_scores_gemma":[0.000005813741,0.00002512857,0.9952897,0.00004824859,0.00003012273,0.00006779082,0.003048441,0.0001239765,0.00003136905,0.00003371903,0.001286552,0.00000927752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880945,0.000684905,0.0001088484,0.0006183333,0.00001893733,0.0001246329,0.006197792,0.000006347183,0.004145686],"genre_scores_gemma":[0.9952487,0.0007157416,0.0001657098,0.0003443102,0.00001313525,0.00005346869,0.00172706,0.000004514737,0.001727169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02322836,"threshold_uncertainty_score":0.1685343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04826907326020663,"score_gpt":0.3702434461613712,"score_spread":0.3219743729011645,"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."}}