{"id":"W4399683990","doi":"10.1177/22925503241258153","title":"Accessibility and Insurance Coverage for Gender-affirming Surgery in Canada: A Cross-Sectional Analysis","year":2024,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Memorial University of Newfoundland","funders":"","keywords":"Cross-sectional study; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001124758,0.0001771398,0.0004965531,0.000661411,0.0001432757,0.0001552106,0.00008137713,0.0001168547,0.0003647102],"category_scores_gemma":[0.00218173,0.0001824678,0.0002156655,0.0009948215,0.00006314155,0.0001910092,0.00003063621,0.0002053738,0.00001586858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004542611,"about_ca_system_score_gemma":0.002007673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6814691,"about_ca_topic_score_gemma":0.703418,"domain_scores_codex":[0.9978213,0.0001447245,0.0006720746,0.0005987081,0.0002316948,0.0005315492],"domain_scores_gemma":[0.9676505,0.03181409,0.000102511,0.0002191876,0.00005758686,0.0001561588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001145012,0.00004066565,0.9920392,0.0009316176,0.0002477267,0.00009607969,0.0001046982,0.00008152695,0.000002844946,0.00008606975,0.004304793,0.001950299],"study_design_scores_gemma":[0.0001054333,0.000003091459,0.9979081,0.00001609008,0.00007600376,0.0000168162,0.00001162542,0.0007501687,0.000001517667,0.0002334481,0.0007006825,0.0001770852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871331,0.002310718,0.0004533358,0.00007527103,0.009173093,0.0001126499,0.0004567608,0.00004708044,0.0002379469],"genre_scores_gemma":[0.99898,0.0001538247,0.000004739347,0.00008997526,0.0004267903,0.00008663286,0.00006853055,0.00002124985,0.0001682251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03166937,"threshold_uncertainty_score":0.744082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08344927003110868,"score_gpt":0.372295968688518,"score_spread":0.2888466986574093,"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."}}