{"id":"W3208417246","doi":"10.1186/s12909-021-02991-3","title":"Implementation and evaluation of the ‘Transgender Education for Affirmative and Competent HIV and Healthcare (TEACHH)’ provider education pilot","year":2021,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; Kwantlen Polytechnic University; University of British Columbia; Vancouver Coastal Health; University of Toronto; HIV Legal Network; Women's College Hospital","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Transgender; Health care; Intervention (counseling); Medicine; Family medicine; Nursing; Human immunodeficiency virus (HIV); Service provider; Psychology; Gerontology; Service (business)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001132854,0.0001265976,0.0001620277,0.00009803189,0.0002320709,0.00003758864,0.00007383645,0.0001092906,0.0002971678],"category_scores_gemma":[0.0005559564,0.0001095543,0.00003125439,0.0001671315,0.0001302586,0.0001522267,0.00002804383,0.0001372465,0.000003094283],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001451229,"about_ca_system_score_gemma":0.0123575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002703305,"about_ca_topic_score_gemma":0.004257591,"domain_scores_codex":[0.9977564,0.0008210657,0.000438873,0.0003370005,0.0004643782,0.0001823305],"domain_scores_gemma":[0.9983817,0.0002316118,0.0002500634,0.0002376296,0.0006818109,0.0002171428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007972864,0.001665389,0.2652464,0.003977448,0.00004918946,2.691768e-8,0.01742364,6.425467e-7,0.0001184171,0.07471124,0.03405306,0.6026748],"study_design_scores_gemma":[0.00146044,0.0001501229,0.9571384,0.0001446857,0.000269223,0.00004474273,0.02463215,0.0002128947,0.00005787067,0.01288559,0.002850938,0.0001529971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472482,0.008050029,0.0004259432,0.03853089,0.002521551,0.001945547,0.00002463231,0.00001402346,0.001239194],"genre_scores_gemma":[0.9939253,0.0004385666,0.0007778536,0.002404083,0.0005710934,0.0007997131,0.0002813752,0.00001652836,0.0007855406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6918919,"threshold_uncertainty_score":0.9932415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223335207322754,"score_gpt":0.5076089532165987,"score_spread":0.3852754324843233,"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."}}