{"id":"W4288055735","doi":"10.2196/preprints.40989","title":"Transgender and non-binary people’s preferences for virtual health care post-pandemic: A cross-sectional Canadian study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Pandemic; Health care; Cross-sectional study; Psychology; Medicine; Family medicine; Coronavirus disease 2019 (COVID-19); Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001709892,0.0003241966,0.0004288367,0.001040207,0.004046382,0.001733123,0.001328305,0.0006994281,0.004132182],"category_scores_gemma":[0.003178712,0.0005795797,0.001017564,0.003028282,0.0007402104,0.0009187225,0.001285091,0.001503611,0.0005235565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01123692,"about_ca_system_score_gemma":0.01697589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9711078,"about_ca_topic_score_gemma":0.9841532,"domain_scores_codex":[0.998898,0.00009763746,0.00007570684,0.0001855684,0.0003410893,0.0004019252],"domain_scores_gemma":[0.9977125,0.0001640713,0.0005217757,0.0001126931,0.0008259309,0.0006631297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008896852,0.0001401355,0.9871973,0.0001114472,0.00005395441,0.00008045642,0.006383867,0.00001962266,0.0001307398,0.0001190239,0.002314826,0.003359813],"study_design_scores_gemma":[0.00001141551,0.00006613244,0.9878809,0.00009661457,0.0000238196,0.00006483297,0.01049529,0.00005771871,0.0000280405,0.0000227705,0.001234522,0.00001787613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924613,0.0004115102,0.0000682702,0.0004324159,0.00002108959,0.000143042,0.004017056,0.000003994262,0.00244131],"genre_scores_gemma":[0.9950514,0.0006594004,0.0002716634,0.0007570543,0.00001278866,0.0001206295,0.001934265,0.000007699606,0.001185024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02889216,"threshold_uncertainty_score":0.08152997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0684592633881869,"score_gpt":0.4088754739913399,"score_spread":0.340416210603153,"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."}}