{"id":"W4416504365","doi":"10.1097/ccm.0000000000006950","title":"Missed Organ Donation Opportunities in Patients With Devastating Brain Injury: A Prospective Population-Based Cohort Study","year":2025,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Organ donation; Donation; Cohort study; Prospective cohort study; MEDLINE; Retrospective cohort study; Cohort","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":[0.000879559,0.0003792931,0.0004542352,0.0008409483,0.001027306,0.0008443197,0.0007233101,0.0005197384,0.001096843],"category_scores_gemma":[0.002293291,0.0005114294,0.0004617687,0.001367565,0.0003687775,0.0007761709,0.0006181169,0.0009720951,0.0001638598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009944125,"about_ca_system_score_gemma":0.001684519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09128843,"about_ca_topic_score_gemma":0.1232341,"domain_scores_codex":[0.9993174,0.00008663294,0.00004873591,0.0001605116,0.0001757104,0.0002109692],"domain_scores_gemma":[0.9985624,0.000149553,0.0005753842,0.0001107636,0.0002209554,0.0003809569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003622767,0.0000276651,0.9994733,0.00000271842,0.00002074656,0.00006992554,0.00005631266,0.00001328496,0.00002817227,0.000005870381,0.00005543131,0.0002102927],"study_design_scores_gemma":[0.00001270025,0.0001034205,0.9989028,0.00000733404,0.00002140237,0.0003079637,0.0003175981,0.0001826339,0.00001310541,0.00001107962,0.0001143387,0.000005664735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993556,0.00005955394,0.00004366947,0.00002861176,0.0000034538,0.00001822881,0.0003581575,0.000001330204,0.0001313505],"genre_scores_gemma":[0.9992143,0.00008153886,0.00007932163,0.00002553879,0.000008081775,0.00001701838,0.0005020616,0.000001130768,0.00007104516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09128843,"threshold_uncertainty_score":0.1815141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004882076524984,"score_gpt":0.3242501780663619,"score_spread":0.304201357301112,"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."}}