{"id":"W4295204294","doi":"10.2196/40989","title":"The Preferences of Transgender and Nonbinary People for Virtual Health Care After the COVID-19 Pandemic in Canada: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research; Brock University","keywords":"Transgender; Health care; Pandemic; Cross-sectional study; Psychology; Preference; Family medicine; Medicine; Coronavirus disease 2019 (COVID-19); Disease","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":[0.001140512,0.0003639332,0.0004493887,0.001182276,0.004209331,0.001451113,0.001239135,0.00065138,0.003057862],"category_scores_gemma":[0.002468426,0.0005142561,0.0007162137,0.002773601,0.0009704433,0.0005879362,0.001270252,0.001367588,0.0003475389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01593609,"about_ca_system_score_gemma":0.01810958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9749263,"about_ca_topic_score_gemma":0.987199,"domain_scores_codex":[0.9990363,0.00009119311,0.00006911989,0.000141695,0.0002997507,0.0003620167],"domain_scores_gemma":[0.9977977,0.0001588344,0.0004598658,0.00008107473,0.0007470134,0.0007556127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007548097,0.0001258342,0.9895877,0.00007653286,0.00003701636,0.00009664665,0.006154846,0.00002934782,0.0001506809,0.00007627354,0.0009686602,0.002620953],"study_design_scores_gemma":[0.00000889541,0.00007347391,0.9827623,0.00008154535,0.00001817539,0.00008936458,0.01573392,0.0001488453,0.00005086231,0.00002295922,0.0009908607,0.00001885786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965681,0.0002543326,0.00005767109,0.000171496,0.000008968392,0.0001024699,0.001662497,0.000003215878,0.001171269],"genre_scores_gemma":[0.997439,0.0003956612,0.0002345597,0.0002981166,0.000005392818,0.00007262434,0.0008533109,0.000003935166,0.0006973585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02507371,"threshold_uncertainty_score":0.115625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.212439168339663,"score_gpt":0.5424021235485382,"score_spread":0.3299629552088753,"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."}}