{"id":"W4382316291","doi":"10.18192/uojm.v12is1.6576","title":"How Our Healthcare System Has Failed Trans Canadians","year":2023,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Health care; Computer science; Medicine; Internet privacy; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01231614,0.0005482892,0.0006874911,0.002140158,0.03569394,0.01920321,0.003304466,0.009262647,0.01601764],"category_scores_gemma":[0.0227511,0.0006765202,0.00101114,0.004048469,0.02235237,0.00484428,0.006522438,0.01460603,0.001122163],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2167316,"about_ca_system_score_gemma":0.4171872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899983,"about_ca_topic_score_gemma":0.9940729,"domain_scores_codex":[0.9773297,0.003442184,0.0005419549,0.001054691,0.005764711,0.01186656],"domain_scores_gemma":[0.9616164,0.002295022,0.001057608,0.0007826739,0.01279685,0.02145143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001875892,0.000124001,0.02042801,0.0003007544,0.0002039099,0.0008765153,0.04527591,0.001284264,0.0005433636,0.419863,0.4651759,0.0457368],"study_design_scores_gemma":[0.00009120563,0.00008884518,0.04810198,0.0008850493,0.0001121419,0.0002211817,0.1061908,0.0005656353,0.0002671915,0.0291531,0.813985,0.0003378266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05644243,0.002932163,0.0003941525,0.8522758,0.002447194,0.00005201382,0.0006202587,0.00006094094,0.08477507],"genre_scores_gemma":[0.7517697,0.003840749,0.001039222,0.1716135,0.0007798041,0.00008241414,0.0004322873,0.0002727075,0.07016955],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2167316,"threshold_uncertainty_score":0.9084803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272533692983483,"score_gpt":0.2563444020149403,"score_spread":0.2236190650851055,"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."}}