{"id":"W4312193425","doi":"10.1016/j.tpr.2022.100125","title":"Thoracic organ donation after circulatory determination of death","year":2022,"lang":"en","type":"article","venue":"Transplantation Reports","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Biodiversity Monitoring Institute; University of Alberta","funders":"","keywords":"Organ donation; Circulatory system; Medicine; Donation; Cardiology; Computer science; Internal medicine; Transplantation; Law; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002823817,0.0001117926,0.0001934208,0.0001821757,0.0001133758,0.000008905788,0.00003481659,0.00004783778,0.0009540061],"category_scores_gemma":[0.000007263334,0.0001148999,0.00009774289,0.0002185978,0.00002925935,0.0001128228,0.000005629786,0.0001314955,0.000002410876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007737118,"about_ca_system_score_gemma":0.0001146149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003425611,"about_ca_topic_score_gemma":0.000007649244,"domain_scores_codex":[0.9986207,0.00005452941,0.0004970016,0.000223278,0.0004880005,0.0001164147],"domain_scores_gemma":[0.9994229,0.00002786073,0.0001929929,0.0001997023,0.0001016369,0.00005490828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009436095,0.0003514709,0.9368951,0.002298479,0.00005660271,0.003728868,0.00447441,0.0001159059,0.04378983,0.0003563125,0.00003148259,0.006957871],"study_design_scores_gemma":[0.0005346781,0.0001967035,0.8676909,0.00006479176,0.0003901899,0.004456235,0.00009196676,0.0002013536,0.1254722,0.0003634112,0.0003628785,0.0001747568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747293,0.0000881629,0.02347571,0.0001618845,0.0001633873,0.0004448715,0.00004330028,0.0001449174,0.0007484552],"genre_scores_gemma":[0.9928274,0.0001262915,0.006115246,0.0002434788,0.0000184925,0.00009821056,0.0003948964,0.00002448064,0.0001515726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08168233,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363713753506593,"score_gpt":0.2928943391114166,"score_spread":0.2792572015763506,"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."}}