{"id":"W2772810925","doi":"10.1097/00007890-201407151-01911","title":"Eligibility for the Kidney Transplant Wait List: A Model for Conceptualizing Risk.","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Kidney transplant; Medicine; Waiting list; Intensive care medicine; Kidney transplantation; Computer science; Kidney; Internal medicine; 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":[0.003438369,0.001543806,0.0008470648,0.001465262,0.0009188369,0.004071559,0.002584828,0.003303308,0.01749813],"category_scores_gemma":[0.007941781,0.0006326685,0.001726684,0.001392462,0.001604166,0.003913749,0.001603303,0.003937793,0.002681612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002953995,"about_ca_system_score_gemma":0.002762774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01512945,"about_ca_topic_score_gemma":0.01008652,"domain_scores_codex":[0.9987038,0.0007480077,0.00003869066,0.0001404377,0.0001721772,0.0001968188],"domain_scores_gemma":[0.9966449,0.002405605,0.0003300262,0.00006470105,0.0002002268,0.0003546788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002742757,0.000313394,0.01206486,0.0002343607,0.0002224531,0.0006632375,0.001414998,0.1682746,0.0003281836,0.7720103,0.02465669,0.01954274],"study_design_scores_gemma":[0.0001945992,0.0002461656,0.002416021,0.0002704152,0.0002146182,0.0008487196,0.0007636761,0.4078131,0.00005898967,0.5649227,0.02217222,0.00007876725],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1099564,0.01206893,0.6104005,0.1000906,0.001585072,0.001020041,0.008586966,0.0005566612,0.1557349],"genre_scores_gemma":[0.8444902,0.006763127,0.08344563,0.006586788,0.001084815,0.001676508,0.002123952,0.000199036,0.0536299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01749813,"threshold_uncertainty_score":0.05853707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03324637317301432,"score_gpt":0.3175019164114768,"score_spread":0.2842555432384625,"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."}}