{"id":"W7116837706","doi":"10.1007/s12630-025-03055-6","title":"Organ and tissue donation and transplantation in people who identify as Two-Spirit, gay, bisexual, transgender, queer, intersex, and more: a Canada-wide cross-sectional community survey","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nutrition Society; Mount Saint Vincent University; University of Victoria; Canadian Cardiovascular Society; Children's Hospital of Eastern Ontario; Canadian Thoracic Society; University of Ottawa; Community Based Research Centre; University of Alberta; University of Manitoba; Research Manitoba","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Tissue Donation; Organ donation; Transplantation; Donation; Risk assessment; Tissue bank","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":[0.0008834742,0.0001971822,0.0002146891,0.001065796,0.002846062,0.0009535376,0.0006319754,0.0002909689,0.002259843],"category_scores_gemma":[0.001793093,0.0002514439,0.0002738436,0.00249028,0.0006457234,0.0005289224,0.001060726,0.0007118589,0.0002241271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008664515,"about_ca_system_score_gemma":0.01699037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9701923,"about_ca_topic_score_gemma":0.9866254,"domain_scores_codex":[0.9993029,0.00007669815,0.00004158014,0.00007651492,0.0002531424,0.000249252],"domain_scores_gemma":[0.9984381,0.00009660281,0.0003753843,0.00003378617,0.0004922621,0.000563859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002998428,0.0001057454,0.9837677,0.0001091997,0.00002093819,0.00008720129,0.006840501,0.00003870951,0.0002858061,0.000117525,0.002044952,0.006551827],"study_design_scores_gemma":[0.000008307031,0.00005717443,0.9770752,0.0001145993,0.00001742575,0.0001024889,0.01965476,0.0001498897,0.0001137647,0.00003628922,0.002656722,0.00001328431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951836,0.0002216851,0.00008935505,0.0004481955,0.000006400651,0.0001248007,0.002480726,0.000004799937,0.001440305],"genre_scores_gemma":[0.9957705,0.0007633416,0.0004011043,0.0005089965,0.000007309098,0.000093463,0.001427796,0.00000322576,0.001024142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02980769,"threshold_uncertainty_score":0.06286579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729298413385921,"score_gpt":0.3126289000304389,"score_spread":0.2853359158965796,"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."}}