{"id":"W4409168573","doi":"10.1177/20543581251324587","title":"Ambulance Service Utilization by Kidney Transplant Recipients","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Emergency department; Emergency medicine; Hazard ratio; Retrospective cohort study; Proportional hazards model; Population; Confidence interval; Kidney transplantation; Cohort; Transplantation; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004921507,0.0001391274,0.0001695583,0.0007965394,0.0003526045,0.0005353711,0.000414505,0.0001704617,0.001526637],"category_scores_gemma":[0.00211971,0.00009091642,0.0003300936,0.001052273,0.0002109677,0.0001687448,0.0004649318,0.0004092782,0.0001454745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514183,"about_ca_system_score_gemma":0.001414355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1947338,"about_ca_topic_score_gemma":0.1837156,"domain_scores_codex":[0.9995345,0.00008538356,0.00004918292,0.00007435087,0.0001087999,0.0001478338],"domain_scores_gemma":[0.9981944,0.000213786,0.0009455766,0.00005520917,0.0002127471,0.0003783592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002236915,0.000007935217,0.9989429,0.000008912569,0.00001603597,0.00003432779,0.00003437129,0.00007564543,0.00002508107,0.00001286338,0.0002067723,0.000612797],"study_design_scores_gemma":[0.000002495209,0.00002651124,0.9991462,0.00001683035,0.00001075637,0.0001187148,0.0001728079,0.0002639254,0.00001960776,0.000007924149,0.0002119602,0.000002159308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980263,0.0002743561,0.00004121784,0.00009716916,0.000005673177,0.00001093621,0.0009693495,0.000003855621,0.0005710956],"genre_scores_gemma":[0.9992792,0.0001464323,0.00002842843,0.00002009507,0.000005364783,0.000006259703,0.0004272038,0.000001166696,0.00008592982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1947338,"threshold_uncertainty_score":0.3872005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02370716133403798,"score_gpt":0.3104128612307216,"score_spread":0.2867056998966837,"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."}}