{"id":"W2593393773","doi":"10.1111/ctr.12950","title":"A clinical tool to calculate post‐transplant survival using pre‐transplant clinical characteristics in adults with cystic fibrosis","year":2017,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; McGill University; Ottawa Hospital; University of Ottawa; University Health Network; University of Toronto; Université de Montréal; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Cystic Fibrosis Canada","keywords":"Medicine; Nomogram; Lung transplantation; Transplantation; Proportional hazards model; Internal medicine; Cystic fibrosis; Organ transplantation; Intensive care medicine; Surgery","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":[0.00397858,0.0007877673,0.0005385425,0.005465098,0.000520657,0.001168037,0.0007986256,0.0004601043,0.003478945],"category_scores_gemma":[0.01864414,0.0002141002,0.000777096,0.002798117,0.0002540563,0.0004927015,0.0006777646,0.000577549,0.0005989113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001580455,"about_ca_system_score_gemma":0.002947687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04735667,"about_ca_topic_score_gemma":0.05583655,"domain_scores_codex":[0.9982115,0.0006458196,0.0002926211,0.0001619012,0.0005960271,0.00009207046],"domain_scores_gemma":[0.9862382,0.006101144,0.003204315,0.0004815962,0.003413015,0.000561645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004004739,0.000144439,0.9108238,0.0002245806,0.0002885105,0.00007872695,0.0001803859,0.004905212,0.0003164542,0.0008836075,0.009551365,0.07220254],"study_design_scores_gemma":[0.0002164068,0.000496072,0.8928493,0.0002962681,0.0003423282,0.0007836591,0.0004980944,0.08421886,0.001928364,0.001895349,0.0163329,0.000142359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8081121,0.0025504,0.1222286,0.002525955,0.0002515131,0.002248429,0.03886968,0.004293791,0.01891942],"genre_scores_gemma":[0.9069161,0.0004208129,0.08296026,0.0002314008,0.00006686534,0.0007600965,0.007395939,0.00008230313,0.00116631],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04735667,"threshold_uncertainty_score":0.09416205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09013031601438175,"score_gpt":0.4414567079938261,"score_spread":0.3513263919794443,"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."}}