{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005010407,0.0002198778,0.0002920322,0.0002438738,0.0005025552,0.00005551435,0.0002926513,0.00007333713,0.0007923693],"category_scores_gemma":[0.00004492033,0.0001850565,0.0001886371,0.0002850266,0.00008936351,0.0001673155,0.00002485562,0.0002575818,0.000006353427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566879,"about_ca_system_score_gemma":0.0003385139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921503,"about_ca_topic_score_gemma":0.000863761,"domain_scores_codex":[0.9979143,0.00008837206,0.0005849177,0.0003981407,0.0006884299,0.0003258593],"domain_scores_gemma":[0.9988739,0.0002008899,0.0001605459,0.0002093718,0.0003937055,0.0001615737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.07281505,0.00463475,0.3520859,0.002931909,0.004415834,0.003563605,0.1035951,0.07011041,0.3564235,0.01907408,0.0008099589,0.009539922],"study_design_scores_gemma":[0.07796504,0.009467212,0.4936062,0.002277397,0.008255458,0.05434417,0.08040607,0.135676,0.09885186,0.008218872,0.02587415,0.005057686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895076,0.00003501747,0.001948757,0.004798797,0.000702895,0.001160701,0.001295793,0.00006613196,0.0004843215],"genre_scores_gemma":[0.9978837,0.0002057912,0.0004065095,0.0001672083,0.0001465073,0.000124498,0.0004629134,0.00004057854,0.0005622924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2575716,"threshold_uncertainty_score":0.8675888,"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."}}