{"id":"W2763264243","doi":"10.1111/tid.12785","title":"Organ utilization from increased infectious risk donors: An observational study","year":2017,"lang":"en","type":"article","venue":"Transplant Infectious Disease","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Therapeutics (Canada); University Health Network; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Observational study; Intensive care medicine; Virology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002351403,0.0003035223,0.0003211916,0.0001933398,0.0009654444,0.0002163876,0.0001763021,0.0001106606,0.0007896993],"category_scores_gemma":[0.0001655601,0.0002946351,0.0001229828,0.0001445425,0.00009140937,0.0007126663,0.0000117953,0.0002683377,0.0001294197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009308515,"about_ca_system_score_gemma":0.0002575863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005599262,"about_ca_topic_score_gemma":0.003868504,"domain_scores_codex":[0.9981058,0.0001956622,0.0004127037,0.0005381746,0.0004921773,0.0002555372],"domain_scores_gemma":[0.9980555,0.0001038937,0.0002669163,0.0007936108,0.0002206102,0.0005595101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009174934,0.002544348,0.9927311,0.00006351857,0.0002256384,0.0002344922,0.001022717,0.0000614951,0.0003853561,0.0002393871,0.00002823737,0.001546244],"study_design_scores_gemma":[0.007762497,0.0004586533,0.9872683,0.00008159418,0.001449111,0.00002876711,0.00006200808,0.001307002,0.0003404436,0.000795637,0.0001363022,0.0003096888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933761,0.00003503481,0.002320542,0.0002002892,0.0003510988,0.001130471,0.001000836,0.0004886516,0.001096921],"genre_scores_gemma":[0.995676,0.0002687158,0.00003945492,0.0004015092,0.0003388515,0.00007626574,0.003083097,0.00005596249,0.00006009829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006845003,"threshold_uncertainty_score":0.9999506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09415226821277743,"score_gpt":0.3405162580506377,"score_spread":0.2463639898378603,"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."}}