{"id":"W4393950781","doi":"10.1016/j.resuscitation.2024.110202","title":"Controlled donation after circulatory death in post-cardiac arrest patients: Estimates from a large registry","year":2024,"lang":"en","type":"article","venue":"Resuscitation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Organ donation; Population; Donation; Intensive care unit; Internal medicine; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002106486,0.0001244034,0.00021292,0.0002741852,0.00003341271,0.00006816974,0.00003036142,0.0001061713,0.0001211505],"category_scores_gemma":[0.0002349588,0.0001136974,0.00009395309,0.0002378245,0.00001613224,0.0002836678,0.000005136525,0.0001414411,0.0001173091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619957,"about_ca_system_score_gemma":0.0001019299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006258534,"about_ca_topic_score_gemma":0.00004961633,"domain_scores_codex":[0.9988713,0.00005940686,0.0003113987,0.0002759452,0.000333074,0.0001488423],"domain_scores_gemma":[0.999354,0.000231605,0.00005364984,0.0001307757,0.0001708935,0.00005905673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004013336,0.0006991653,0.9636343,0.0007071113,0.0004314327,0.0001366979,0.004797793,0.00006159077,0.0119659,0.008436349,0.0005179287,0.00459846],"study_design_scores_gemma":[0.005314837,0.00005911535,0.9889267,0.0003701448,0.0001593405,5.197181e-7,0.0001046821,0.003206345,0.0002972901,0.001068381,0.0003782849,0.000114365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945051,0.0008189742,0.001020956,0.0007686117,0.000908515,0.0006410323,0.0002021695,0.0001322637,0.001002368],"genre_scores_gemma":[0.996474,0.0000539383,0.00056393,0.0002356403,0.000152577,0.00009824213,0.002321316,0.00002417934,0.00007616874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02529246,"threshold_uncertainty_score":0.4636447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007811466460945026,"score_gpt":0.2585982144025472,"score_spread":0.2507867479416022,"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."}}