{"id":"W1973165502","doi":"10.1186/1471-2288-10-97","title":"Methods of competing risks analysis of end-stage renal disease and mortality among people with diabetes","year":2010,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Health, Saskatchewan","keywords":"Diabetes mellitus; End stage renal disease; Medicine; Disease; Intensive care medicine; MEDLINE; Stage (stratigraphy); Gerontology; Environmental health; Internal medicine; Political science; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.08011884,0.002508504,0.002497216,0.005111292,0.0008934643,0.00288282,0.005450797,0.002317699,0.007538339],"category_scores_gemma":[0.1324668,0.001204677,0.00765875,0.003119098,0.001594384,0.001565324,0.00332004,0.003903504,0.0008035211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913308,"about_ca_system_score_gemma":0.004669004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003445403,"about_ca_topic_score_gemma":0.002998648,"domain_scores_codex":[0.9398267,0.05182093,0.002015403,0.002421192,0.00342064,0.0004951218],"domain_scores_gemma":[0.8230696,0.1587805,0.005799329,0.00663214,0.004889107,0.0008293852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001479384,0.0005741538,0.05866404,0.00502546,0.01110768,0.001452399,0.002352785,0.1705559,0.001511003,0.3327831,0.02520907,0.3892851],"study_design_scores_gemma":[0.0005996217,0.0005638996,0.009600552,0.001089494,0.001922845,0.001688526,0.000452862,0.5665829,0.001122177,0.3851894,0.03085597,0.0003317609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002886072,0.001519923,0.9924992,0.0004721515,0.0001766869,0.0008779718,0.0006987056,0.0002809856,0.0005883775],"genre_scores_gemma":[0.1070046,0.002488973,0.8740427,0.0004205583,0.0005015455,0.01002368,0.002860345,0.0004264086,0.00223107],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08011884,"threshold_uncertainty_score":0.423714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4136505964496597,"score_gpt":0.5792338091429774,"score_spread":0.1655832126933177,"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."}}