{"id":"W4380082387","doi":"10.1097/txd.0000000000001494","title":"Sociodemographic Variables in Canadian Organ Donation Organizations: A Health Information Survey","year":2023,"lang":"en","type":"article","venue":"Transplantation Direct","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; British Columbia Institute of Technology; University of Manitoba; Montreal Children's Hospital; Canadian Blood Services; Research Manitoba","funders":"Canadian Blood Services","keywords":"Data collection; Medicine; Equity (law); Family medicine; Organ donation; Health equity; Donation; Medical education; Nursing; Transplantation; Public health; Political science; Statistics","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":[0.004126043,0.0002875416,0.0002986572,0.003566903,0.002793585,0.001357236,0.001039371,0.000360519,0.002341171],"category_scores_gemma":[0.008594298,0.0002605469,0.0004158094,0.00688649,0.0005978081,0.0006843823,0.001435427,0.0007397393,0.0003228789],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02217124,"about_ca_system_score_gemma":0.03931506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9819779,"about_ca_topic_score_gemma":0.9838496,"domain_scores_codex":[0.9959265,0.0004288766,0.0002962048,0.0002713029,0.002424963,0.0006522515],"domain_scores_gemma":[0.9954377,0.0003048861,0.0009038309,0.0001748511,0.002376877,0.0008018602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000339504,0.00007501479,0.9693261,0.0001922341,0.00004894068,0.00005035649,0.001959479,0.0002703662,0.0001897841,0.0004277062,0.01152111,0.01590505],"study_design_scores_gemma":[0.000004734357,0.00001828438,0.9920831,0.00009778839,0.00001190218,0.00001846101,0.001725686,0.0003423144,0.00008770786,0.00006231079,0.005532246,0.00001555564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9135639,0.001131573,0.001781319,0.004669032,0.00007786779,0.001182472,0.0601039,0.00007191305,0.017418],"genre_scores_gemma":[0.9756231,0.0009370425,0.003144335,0.0009598577,0.0000229998,0.0007478716,0.01693716,0.00001702153,0.001610593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9778287,"threshold_uncertainty_score":0.1608644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536086298948045,"score_gpt":0.269586616443557,"score_spread":0.2542257534540765,"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."}}