{"id":"W4322720354","doi":"10.1177/10778012231159417","title":"Characterizing Possible Acute Brain Injury in Women Experiencing Intimate Partner Violence: A Retrospective Chart Review","year":2023,"lang":"en","type":"article","venue":"Violence Against Women","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; Peace Arch Hospital; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Fraser Health Authority","keywords":"Domestic violence; Medicine; Injury prevention; Poison control; Occupational safety and health; Intimate partner; Suicide prevention; Human factors and ergonomics; Medical emergency; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0008024566,0.0001620568,0.0003564226,0.003056381,0.0004988976,0.000559036,0.0003822915,0.0002677086,0.0008714292],"category_scores_gemma":[0.003525115,0.0002625871,0.0002446183,0.002602341,0.0003250067,0.0004816461,0.0004019076,0.0002728272,0.0002037251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006042966,"about_ca_system_score_gemma":0.001200225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00801564,"about_ca_topic_score_gemma":0.01039522,"domain_scores_codex":[0.9992143,0.0001521457,0.0002761198,0.0001032769,0.0001646662,0.00008959477],"domain_scores_gemma":[0.9963641,0.0009638316,0.001750965,0.0001530912,0.0005808921,0.0001870664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004578717,0.00003707442,0.9887532,0.0002789306,0.00003047949,0.003322827,0.0007301549,0.00003183439,0.0002974994,0.00003439513,0.0004391743,0.00599862],"study_design_scores_gemma":[0.000006748684,0.0001931597,0.9833678,0.0002968847,0.00006813238,0.01028445,0.003041589,0.00009892332,0.0003645016,0.00002397442,0.002240036,0.00001384917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885814,0.005670492,0.0003479447,0.0001156357,0.00001919532,0.0003428936,0.003204447,0.00001822048,0.001699891],"genre_scores_gemma":[0.9923708,0.005094171,0.0004684385,0.00007101859,0.00001453151,0.0001171442,0.001654824,0.000005259061,0.0002036861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00801564,"threshold_uncertainty_score":0.01593792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911941194303084,"score_gpt":0.3354405065975002,"score_spread":0.3163210946544693,"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."}}