{"id":"W4226089805","doi":"10.3389/ti.2022.10107","title":"The Suitability of Potential Organ Donors Using Real Case-Scenarios; Do we Need to Create a “Donor Board” Process for Donors Perceived as Unlikely Suitable?","year":2022,"lang":"en","type":"article","venue":"Transplant International","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal; Centre Hospitalier de l’Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"","keywords":"Organ procurement; Medicine; Organ donation; United Network for Organ Sharing; Interim; Transplantation; Organ transplantation; Unanimity; Intensive care medicine; Internal medicine; Liver 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03856986,0.000313842,0.0002815148,0.001580469,0.000917932,0.002405237,0.0009458123,0.0008716377,0.004081697],"category_scores_gemma":[0.1230425,0.0002162742,0.000349926,0.0006893961,0.001807019,0.003248603,0.002358827,0.0007096556,0.0005817644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063612,"about_ca_system_score_gemma":0.00134869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005857638,"about_ca_topic_score_gemma":0.0007737472,"domain_scores_codex":[0.9711719,0.02458682,0.00134156,0.0006192114,0.001715614,0.0005648538],"domain_scores_gemma":[0.8956825,0.0776346,0.01578213,0.0024723,0.004821248,0.003607265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000554734,0.0004219759,0.833924,0.0007627164,0.00008234808,0.003432502,0.04454654,0.001839515,0.001644796,0.002232954,0.003712625,0.1068453],"study_design_scores_gemma":[0.0001278392,0.001918156,0.597381,0.003739084,0.0001312445,0.02862367,0.284722,0.01917062,0.005623484,0.02585302,0.0322744,0.0004354545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794246,0.0006065511,0.01052687,0.005278152,0.00006804472,0.0002626696,0.0001014332,0.00003987128,0.003691763],"genre_scores_gemma":[0.9944858,0.0002445148,0.004798136,0.0002448802,0.0000242459,0.00006490438,0.00004400849,0.000004626921,0.00008874677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03856986,"threshold_uncertainty_score":0.2039793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0232326764129591,"score_gpt":0.3066985041152572,"score_spread":0.2834658277022981,"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."}}