{"id":"W4409985364","doi":"10.32396/usurj.v9i2.666","title":"Transgender and Gender Diverse Healthcare in Canada","year":2024,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Transgender; Health care; Transgender people; Transgender Person; Transgender women; Gender studies; Political science; Psychology; Sociology; Medicine; Family medicine; Human immunodeficiency virus (HIV); Men who have sex with men","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001896067,0.000185118,0.0003399447,0.002106289,0.01689391,0.003636697,0.00116585,0.0006273806,0.005052262],"category_scores_gemma":[0.004493266,0.0002084989,0.0003488162,0.004631035,0.003277217,0.0008693011,0.002915613,0.001510467,0.0001515562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09267178,"about_ca_system_score_gemma":0.3007646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972448,"about_ca_topic_score_gemma":0.9991527,"domain_scores_codex":[0.996794,0.0003915549,0.00008706687,0.0001792319,0.001015901,0.001532225],"domain_scores_gemma":[0.9932584,0.0005696781,0.0005039642,0.0000924019,0.002342249,0.003233337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000227773,0.0002543942,0.4552412,0.001083651,0.00008905107,0.002304708,0.148067,0.0003923441,0.001101458,0.07959982,0.06707963,0.244559],"study_design_scores_gemma":[0.0000277571,0.00007083462,0.4659061,0.001791936,0.00007719082,0.000645366,0.3642205,0.0003374255,0.0004024287,0.00306235,0.1633603,0.00009777471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7754145,0.02326675,0.0005090122,0.05596919,0.0007837848,0.0001966094,0.001463054,0.0000330386,0.142364],"genre_scores_gemma":[0.9736336,0.01164116,0.0004373602,0.005936702,0.00003656673,0.00003891966,0.0002579804,0.00001361181,0.008004061],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09267178,"threshold_uncertainty_score":0.672384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09677797786482815,"score_gpt":0.368017014947798,"score_spread":0.2712390370829698,"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."}}