{"id":"W7132898478","doi":"","title":"The Intersection of Intimate Partner Violence, Traumatic Brain Injury, and Mental Health in a Canadian Healthcare Context","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"Canada Research Chairs; Ontario Neurotrauma Foundation","keywords":"Domestic violence; Mental health; Context (archaeology); Qualitative research; Poison control; Health care; Suicide prevention; Occupational safety and health; Human factors and ergonomics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005065203,0.000613649,0.001021755,0.008673206,0.02148026,0.009795325,0.0019389,0.001756497,0.004695753],"category_scores_gemma":[0.01258769,0.0005747519,0.001245602,0.01629865,0.005348966,0.00316829,0.006548857,0.003006398,0.0001459185],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1609335,"about_ca_system_score_gemma":0.388506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967258,"about_ca_topic_score_gemma":0.9982167,"domain_scores_codex":[0.9946091,0.001193951,0.0003801166,0.0003820125,0.001783053,0.001651724],"domain_scores_gemma":[0.9913679,0.001885736,0.0006812105,0.0001355657,0.004188076,0.001741534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002030141,0.0001872693,0.2009406,0.02116478,0.0008091866,0.006785518,0.2274173,0.001220003,0.0007767042,0.1110228,0.05678494,0.372688],"study_design_scores_gemma":[0.00004971176,0.0001047673,0.2971987,0.0394302,0.001209876,0.002585321,0.3913803,0.0008950613,0.0003747664,0.009629838,0.2567373,0.000404206],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.243296,0.4556089,0.001297303,0.1500446,0.002004257,0.0005510694,0.003059796,0.00007105289,0.144067],"genre_scores_gemma":[0.7480061,0.2376222,0.002656416,0.007787703,0.0002133195,0.0001844769,0.0005589922,0.00002705254,0.002943703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1609335,"threshold_uncertainty_score":0.9731982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685739604448351,"score_gpt":0.4094415488815452,"score_spread":0.3825841528370617,"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."}}