{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002058181,0.0003936685,0.0004335515,0.001182443,0.003131876,0.00156921,0.001866251,0.0004222281,0.003300634],"category_scores_gemma":[0.00692183,0.0003117515,0.001043717,0.00260308,0.001068657,0.0005794615,0.002068035,0.00181278,0.0001773791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03956237,"about_ca_system_score_gemma":0.06411274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914488,"about_ca_topic_score_gemma":0.9950914,"domain_scores_codex":[0.9980889,0.0001592434,0.0001035985,0.0002612521,0.0005508283,0.0008360409],"domain_scores_gemma":[0.9950335,0.0003075535,0.001592179,0.0001879725,0.001516956,0.001361737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005813454,0.0000209581,0.9940838,0.0000741109,0.00004986273,0.00005717117,0.0007745568,0.0001740555,0.00005274953,0.0002073683,0.001787431,0.002659939],"study_design_scores_gemma":[0.000009155638,0.00003138431,0.9942681,0.0002311841,0.00005951472,0.0001168629,0.002946309,0.0006110597,0.00005964899,0.00008608923,0.001559315,0.00002127057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985446,0.002006443,0.0003598792,0.001893052,0.0000636906,0.00008941356,0.006831699,0.00001345224,0.00329646],"genre_scores_gemma":[0.9972331,0.0005361033,0.0002652664,0.0001809479,0.00001206595,0.00002185184,0.001357989,0.000003935273,0.0003887492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03956237,"threshold_uncertainty_score":0.2870464,"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."}}