{"id":"W2936574914","doi":"10.1111/ctr.13565","title":"Substance use in kidney transplant candidates and its impact on access to kidney transplantation","year":2019,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Kidney transplantation; Transplantation; Kidney; Kidney transplant; Intensive care medicine; Surgery; Internal medicine","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":[0.0007634069,0.0001088885,0.0002349762,0.0004359793,0.0003325367,0.0006141298,0.0001674181,0.0002611316,0.003378532],"category_scores_gemma":[0.003710456,0.0001053662,0.0005472674,0.0006269308,0.000227836,0.0002947022,0.0004328873,0.0006956082,0.0002249294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003000339,"about_ca_system_score_gemma":0.0005112916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003032413,"about_ca_topic_score_gemma":0.004383995,"domain_scores_codex":[0.9994889,0.0001849573,0.00006191153,0.00004458112,0.0001198115,0.00009963215],"domain_scores_gemma":[0.9961999,0.0008971392,0.001869847,0.00007749819,0.000208235,0.000747452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000565748,0.00002721212,0.9984472,0.00001151651,0.0000354308,0.00003184264,0.00002010348,0.00002830352,0.00004394694,0.00001158174,0.00003392994,0.001252411],"study_design_scores_gemma":[0.000003034812,0.00006985043,0.9993856,0.00001570398,0.00002630321,0.000147556,0.00006404868,0.0001366074,0.00002136913,0.00002205483,0.0001056962,0.00000207278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979457,0.001033939,0.00005096055,0.00024273,0.000009148763,0.000004202714,0.0001519235,0.000002120222,0.0005591999],"genre_scores_gemma":[0.9994042,0.000349245,0.00003121827,0.00003060512,0.00001471559,0.00000245149,0.00007963035,8.74701e-7,0.00008706165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003378532,"threshold_uncertainty_score":0.01130235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0682188864070415,"score_gpt":0.4069437879307752,"score_spread":0.3387249015237337,"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."}}