{"id":"W4294024755","doi":"10.1503/cjs.005721","title":"Graft survival after kidney transplantation with standard versus prolonged kidney procurement time","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Kidney transplantation; Nova scotia; Transplantation; Kidney; Surgery; Urology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0007726784,0.000126315,0.0002535501,0.0004592573,0.000288069,0.0005627788,0.0002162762,0.000255309,0.0009613663],"category_scores_gemma":[0.001666904,0.00006756905,0.0003632168,0.0006085969,0.0004971921,0.0002853941,0.0004524008,0.0002888217,0.00007836851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001801591,"about_ca_system_score_gemma":0.001374433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186808,"about_ca_topic_score_gemma":0.02351823,"domain_scores_codex":[0.9996676,0.00004404063,0.00003693317,0.0000518776,0.00006933104,0.0001301484],"domain_scores_gemma":[0.9977386,0.0003761642,0.001002839,0.00008431933,0.0001774652,0.0006206952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001354644,0.00003846403,0.9943529,0.00003266474,0.00007448842,0.0003463986,0.0000934819,0.0002662546,0.0006374044,0.00002739364,0.00009490714,0.002680875],"study_design_scores_gemma":[0.00002517909,0.0005824228,0.9977042,0.00002217419,0.00004628732,0.0007735617,0.0001847285,0.0003196409,0.0001946969,0.00002835533,0.0001126981,0.000006031247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995485,0.0001979815,0.00003333657,0.0000119302,0.000004908673,0.000002556616,0.00006415939,8.425931e-7,0.00013588],"genre_scores_gemma":[0.9998376,0.00004813757,0.00001458782,0.000006198887,0.00000405159,0.000001760215,0.00006954542,3.177754e-7,0.00001770575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01186808,"threshold_uncertainty_score":0.02359802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259325991080164,"score_gpt":0.2443790646046555,"score_spread":0.2184464654966391,"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."}}