{"id":"W4405664252","doi":"10.1111/ctr.70058","title":"Increased Infectious Risk Donor Status and Equity‐Relevant Predictors of Organ Donation Organization Approach and Caregiver Consent for Deceased Organ Donation in a Canadian Province (2015–2021)","year":2024,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Therapeutics (Canada); University of Ottawa; University of Alberta; Université Laval; George & Fay Yee Centre for Healthcare Innovation; University of Manitoba","funders":"","keywords":"Medicine; Organ donation; Donation; Retrospective cohort study; Logistic regression; Organ transplantation; Cohort; Cohort study; Informed consent; Family medicine; Transplantation; Demography; Emergency medicine; Surgery; Internal medicine; Alternative medicine","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":[0.0009361012,0.0002117201,0.0003605369,0.0005697056,0.0001153566,0.00006973113,0.00004713276,0.0002745138,0.0000326355],"category_scores_gemma":[0.0006138742,0.0002047527,0.00005632532,0.0006015069,0.0001659778,0.0002882829,0.000007900602,0.0002608359,0.000003438278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002486806,"about_ca_system_score_gemma":0.001338893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01610185,"about_ca_topic_score_gemma":0.06773413,"domain_scores_codex":[0.9978951,0.0002048161,0.0007911322,0.0005249739,0.0002910779,0.0002928727],"domain_scores_gemma":[0.9981355,0.0008734715,0.0001744193,0.0001291671,0.0003324987,0.0003549103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007120079,0.0003366205,0.9732462,0.003106514,0.0001965271,0.00003326788,0.004172599,0.00007114097,0.002829667,0.001893508,0.00006391176,0.01333808],"study_design_scores_gemma":[0.008727119,0.0004932404,0.9749133,0.000488569,0.0008535859,0.00007414278,0.0003133057,0.009544599,0.003619767,0.000402101,0.0002782018,0.0002920946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678211,0.0002980923,0.02843008,0.0005690657,0.0003064945,0.001668477,0.0006241004,0.00009150848,0.0001911343],"genre_scores_gemma":[0.9905123,0.004745209,0.001381315,0.00009830089,0.000132423,0.00003530619,0.003029204,0.00004599509,0.0000199098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05163228,"threshold_uncertainty_score":0.99045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289077791633418,"score_gpt":0.3223311611829738,"score_spread":0.2994403832666396,"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."}}