{"id":"W2931128465","doi":"10.1002/lt.25467","title":"Attitudes of Liver Transplant Candidates Toward Organs From Increased‐Risk Donors","year":2019,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Demographics; Organ transplantation; Organ donation; Likert scale; Internal medicine; Human immunodeficiency virus (HIV); Liver transplantation; Young adult; Family medicine; Transplantation; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273247,0.0001510386,0.0002263262,0.0004873407,0.0004299608,0.000820324,0.0001450629,0.0005316004,0.003323922],"category_scores_gemma":[0.006216447,0.0001695441,0.0004286786,0.0003162807,0.0004179064,0.0005526991,0.0004113382,0.0006325708,0.0004856794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002719901,"about_ca_system_score_gemma":0.0002590004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923642,"about_ca_topic_score_gemma":0.002040447,"domain_scores_codex":[0.9993332,0.0003156546,0.00005931918,0.00003572118,0.0001347821,0.0001213475],"domain_scores_gemma":[0.9957948,0.001288323,0.001326722,0.00008189667,0.0002878516,0.001220493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000189645,0.0002763756,0.9881975,0.00003785711,0.00003728171,0.0003273976,0.003408315,0.00009366428,0.0007025471,0.00004739243,0.0003883406,0.006293747],"study_design_scores_gemma":[0.00002104806,0.001202016,0.9864189,0.00004331871,0.00002981578,0.001013958,0.009709151,0.0004070734,0.0002177596,0.00004051835,0.0008732783,0.00002324282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992673,0.00004582593,0.00001971466,0.000165106,0.00000622456,0.000004643424,0.00001353873,0.000001441358,0.0004762275],"genre_scores_gemma":[0.999445,0.00008402792,0.00003257098,0.0001857793,0.00001180976,0.000004437148,0.00001721777,7.791845e-7,0.0002184327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003323922,"threshold_uncertainty_score":0.0111196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009118488280855507,"score_gpt":0.2266579259771342,"score_spread":0.2175394376962787,"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."}}