{"id":"W3081583750","doi":"10.1097/01.tp.0000699500.21382.34","title":"CLINICIAN PERSPECTIVES ON FACTORS ASSOCIATED WITH DELAYED WAIT-LISTING FOR DECEASED DONOR RENAL TRANSPLANTATION IN AUSTRALIA","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Transplantation; Kidney transplantation; Disease; Nephrology; End stage renal disease; Kidney disease; Internal medicine; Intensive care medicine; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":{"n_in":0,"stratum":"about_only","weight":3321.24,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Survey of clinicians on delays in transplant wait-listing; health services question about clinical care."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"This studies barriers to kidney-transplant wait-listing, not the research system."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Clinical health-services study of delayed transplant wait-listing in Australia."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002467071,0.0001097101,0.0002870689,0.0005184829,0.001441426,0.001335536,0.0003733877,0.0004939931,0.002714695],"category_scores_gemma":[0.01445683,0.0002246189,0.0003292183,0.000698258,0.0005040096,0.0008007842,0.001449594,0.001223481,0.0002400077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001610903,"about_ca_system_score_gemma":0.003685774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03348584,"about_ca_topic_score_gemma":0.04186303,"domain_scores_codex":[0.9967846,0.001573092,0.0003939123,0.0001920323,0.0004898285,0.0005665914],"domain_scores_gemma":[0.9855493,0.002587064,0.00522098,0.0001551806,0.002132128,0.004355417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004747283,0.0001022873,0.9638885,0.0001702214,0.00002615642,0.001209117,0.02119052,0.00006931135,0.0003399905,0.0001121645,0.001629097,0.01121507],"study_design_scores_gemma":[0.00001191459,0.0003306645,0.9308128,0.0004258956,0.00003516931,0.002267555,0.06033424,0.0005214601,0.0001643005,0.0001580395,0.004898232,0.00003967337],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914512,0.0007836611,0.0001082261,0.005631335,0.00003471993,0.00002669773,0.00007855659,0.000006127963,0.001879413],"genre_scores_gemma":[0.9982444,0.000502866,0.0002058592,0.000707383,0.00001656726,0.00001422481,0.00003569309,0.000002327107,0.0002706678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03348584,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08151287979676282,"score_gpt":0.3281101786432705,"score_spread":0.2465972988465077,"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."}}