{"id":"W4416207456","doi":"10.1302/1358-992x.2025.13.111","title":"UTILIZING PATIENT AND HEALTHCARE PROVIDER FEEDBACK TO VALIDATE A CLINICAL SCREENING TOOL FOR IDENTIFYING AND ASSISTING PERPETRATORS OF VIOLENCE","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; Health care; Likert scale; Identification (biology); Poison control; Human factors and ergonomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02632303,0.0006007886,0.0008856906,0.001379229,0.0007215291,0.0008999222,0.0005574352,0.0007389354,0.001521175],"category_scores_gemma":[0.0578894,0.0003279905,0.0007753663,0.0009404083,0.0005283729,0.0008898159,0.001379212,0.0009489756,0.0005812074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026793,"about_ca_system_score_gemma":0.001987355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001515252,"about_ca_topic_score_gemma":0.001753662,"domain_scores_codex":[0.9711313,0.01965497,0.003520755,0.00131861,0.003500311,0.0008740689],"domain_scores_gemma":[0.956306,0.02109125,0.007625352,0.002024597,0.01132004,0.001632771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001135261,0.005445715,0.8669885,0.0005286467,0.0002221546,0.0002802139,0.00871237,0.0009913549,0.004392761,0.0001556897,0.002705033,0.1084423],"study_design_scores_gemma":[0.0004722396,0.01333685,0.956393,0.0002700141,0.0001739567,0.0006844052,0.00748621,0.009201304,0.006602589,0.0002913504,0.004944207,0.0001438923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890426,0.00009379107,0.004296036,0.0003989309,0.0000378015,0.003381245,0.000525998,0.00007548128,0.002148229],"genre_scores_gemma":[0.9767705,0.0001944541,0.01864718,0.0004103264,0.00002705389,0.002779266,0.0006505799,0.00001277359,0.0005080644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02632303,"threshold_uncertainty_score":0.1392112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07002320053187618,"score_gpt":0.3931774040946306,"score_spread":0.3231542035627544,"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."}}