{"id":"W4229044187","doi":"10.1093/ndt/gfac066.089","title":"MO187: Healthcare Costs based on Risk of Progression in Patients with Chronic Kidney Disease","year":2022,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Plains Health Centre; Regina General Hospital","funders":"","keywords":"Medicine; Kidney disease; Medical prescription; Retrospective cohort study; Intensive care medicine; Health care; Disease; Internal medicine; Cohort; Emergency 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":[0.00103305,0.000280582,0.0003876816,0.001530989,0.0005668865,0.001049317,0.0007152256,0.0004377179,0.002272604],"category_scores_gemma":[0.005883157,0.000206668,0.001142127,0.00259132,0.000295028,0.0006701784,0.0009715992,0.001119607,0.0001311575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003533354,"about_ca_system_score_gemma":0.002823425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1710434,"about_ca_topic_score_gemma":0.1855447,"domain_scores_codex":[0.9983346,0.0005290782,0.0002493368,0.0002030172,0.0004016755,0.0002824039],"domain_scores_gemma":[0.9969671,0.0004882013,0.001588583,0.00008897261,0.000404121,0.000462975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007225264,0.00002355015,0.9981055,0.00001887474,0.00008680137,0.00002337477,0.00003279593,0.000243118,0.00001107832,0.00008500931,0.0003442539,0.0009533388],"study_design_scores_gemma":[0.000007177013,0.00002603265,0.9985869,0.00001873373,0.00002432298,0.00004889467,0.0001031671,0.0009046231,0.00001029574,0.00006890823,0.0001961519,0.000004759435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904289,0.0004609861,0.0001401767,0.0004105452,0.00001458759,0.00006795966,0.006827278,0.000008443383,0.001641073],"genre_scores_gemma":[0.997414,0.000101798,0.0001883604,0.00004287447,0.00001132758,0.00003674806,0.002002998,0.000001856236,0.0002000804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1710434,"threshold_uncertainty_score":0.3400955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008154261899247003,"score_gpt":0.2686738264868012,"score_spread":0.2605195645875542,"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."}}