{"id":"W3122048316","doi":"10.1177/2054358121990137","title":"Evaluation of Transplant Candidates With a History of Nonadherence: An Opinion Piece","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Amgen Canada","keywords":"Medicine; Contraindication; Transplantation; Candidacy; Intensive care medicine; Psychosocial; Immunosuppression; Natural history; Organ transplantation; Medical history; Surgery; Kidney transplantation; Internal medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.007088842,0.0004152532,0.0009064132,0.001812025,0.0026601,0.00201198,0.002067774,0.006911136,0.006714321],"category_scores_gemma":[0.02614024,0.0003450253,0.0008555855,0.001382028,0.00246993,0.003072593,0.001391542,0.01162745,0.002692075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005249949,"about_ca_system_score_gemma":0.007679628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04196357,"about_ca_topic_score_gemma":0.06019159,"domain_scores_codex":[0.9962035,0.0009888774,0.0008413779,0.0002450897,0.001465012,0.0002562414],"domain_scores_gemma":[0.9659002,0.008599292,0.001104486,0.0006465163,0.02090966,0.00283985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002320535,0.00004322738,0.001754586,0.0004689278,0.00001518698,0.0007906688,0.0005071876,0.00005789601,0.0002877307,0.001685156,0.8520885,0.1422777],"study_design_scores_gemma":[0.00002430115,0.00003664087,0.006141027,0.007445263,0.00003913284,0.002823154,0.001603774,0.0001855549,0.0001434755,0.004004327,0.9775001,0.00005319828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00129491,0.05314903,0.001355436,0.8944056,0.03002804,0.0001371343,0.0002152769,0.00004726031,0.01936729],"genre_scores_gemma":[0.04048751,0.2688724,0.01386431,0.5451701,0.1077405,0.0002919903,0.001118931,0.0001276449,0.0223267],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04196357,"threshold_uncertainty_score":0.08343863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04705352825709157,"score_gpt":0.3241103498063059,"score_spread":0.2770568215492143,"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."}}