{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003675327,0.0003904713,0.0006907084,0.0003585919,0.00006224044,0.00009367617,0.0001408459,0.0002325355,0.0002172005],"category_scores_gemma":[0.00005485873,0.0003016083,0.0002279482,0.0004295858,0.00003778793,0.0006550369,0.000003059141,0.0003659597,0.0002201886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007987995,"about_ca_system_score_gemma":0.0001618975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001551444,"about_ca_topic_score_gemma":0.0002061418,"domain_scores_codex":[0.9973328,0.0001711682,0.0009115208,0.0007382975,0.0004171856,0.0004290967],"domain_scores_gemma":[0.9979435,0.000697614,0.0001225418,0.0002549524,0.00007763533,0.0009037729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01194122,0.0004046086,0.9813902,0.001299302,0.0001645302,0.000529054,0.00097993,0.0002599365,0.002215311,0.0002060097,0.00004696333,0.0005629602],"study_design_scores_gemma":[0.0114823,0.001199452,0.9760643,0.003806038,0.0003705907,0.0001812793,0.00001255544,0.0005538712,0.005870516,0.00004451621,0.0000728793,0.0003416592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945557,0.00003901067,0.0005403798,0.0008385923,0.0003425271,0.001652954,0.001243996,0.00007504055,0.0007118739],"genre_scores_gemma":[0.9885219,0.004752397,0.0003537919,0.004092448,0.00005794703,0.00005727158,0.001799565,0.0000457029,0.0003190055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006033755,"threshold_uncertainty_score":0.9999436,"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."}}