{"id":"W4392731860","doi":"10.1136/bmjopen-2023-075180","title":"Enhancing care for transgender and gender diverse survivors of intimate partner violence: an Ontario-wide survey examining health and social service providers’ learning needs","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network; Women's College Hospital; University of Toronto","funders":"Government of Ontario","keywords":"Transgender; Medicine; Domestic violence; Service provider; Curriculum; Stakeholder; Nursing; Needs assessment; Health care; Survey data collection; Poison control; Medical education; Suicide prevention; Service (business); Public relations; Psychology; Sociology; Environmental health; Pedagogy","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":[0.001099383,0.0001628342,0.0001868451,0.0008062599,0.002605311,0.0007244825,0.0005336979,0.0003494018,0.002275203],"category_scores_gemma":[0.002720296,0.0003684481,0.0002389991,0.001992029,0.000713507,0.0005971045,0.001479041,0.0005119135,0.0002199672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01255161,"about_ca_system_score_gemma":0.02462086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9229683,"about_ca_topic_score_gemma":0.9784227,"domain_scores_codex":[0.999249,0.0001142716,0.0000643556,0.00005408133,0.0002733576,0.0002448413],"domain_scores_gemma":[0.9973161,0.0002041118,0.0007034505,0.00005367979,0.0008553145,0.0008674111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005813193,0.00009749509,0.9415511,0.0003530313,0.00001376538,0.0003309248,0.03861658,0.00004494748,0.0007612926,0.00007041595,0.002595279,0.01550702],"study_design_scores_gemma":[0.000007379202,0.00006967217,0.9456043,0.0001005026,0.000006395596,0.00006895016,0.05085727,0.00006049829,0.00005226491,0.00001257473,0.003151829,0.000008419209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958594,0.0001985613,0.00005387583,0.0008164885,0.000004705459,0.0001582378,0.0009543464,0.000004863468,0.001949465],"genre_scores_gemma":[0.9960874,0.001010228,0.0002802038,0.0004750798,0.000004439787,0.0001791311,0.0005722501,0.000003929623,0.001387347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07703167,"threshold_uncertainty_score":0.1549706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1947544214670668,"score_gpt":0.4366977695452969,"score_spread":0.2419433480782301,"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."}}