{"id":"W4378627691","doi":"10.1503/cmaj.230093","title":"Statin initiation and risk of incident kidney disease in patients with diabetes","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Kidney disease; Hydroxymethylglutaryl-CoA Reductase Inhibitors; Statin; Disease; Bioinformatics; Internal medicine; Intensive care medicine; Computer science; Endocrinology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007106064,0.0002367871,0.0003421571,0.0006005049,0.0003930874,0.0005911607,0.0004004585,0.0005309213,0.001128106],"category_scores_gemma":[0.001819462,0.0003082005,0.0007214586,0.001585522,0.0001609799,0.0003185822,0.0003354996,0.0007552119,0.0001618949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005442522,"about_ca_system_score_gemma":0.0008342949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01489976,"about_ca_topic_score_gemma":0.01632612,"domain_scores_codex":[0.9995359,0.0001033574,0.00006248126,0.000112564,0.00007589736,0.0001098123],"domain_scores_gemma":[0.9982364,0.0001944001,0.0008830916,0.0001655671,0.0001370212,0.0003834945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001098575,0.0000163939,0.9994882,0.00000403774,0.00002511911,0.00001670427,0.000008530948,0.00001468772,0.00003861842,0.000003334055,0.00002927659,0.0002451055],"study_design_scores_gemma":[0.00001522316,0.00005074734,0.9994323,0.000004186923,0.00003707002,0.00006684908,0.00002476629,0.0002215156,0.00003951758,0.00001338898,0.00009126449,0.000003163326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984359,0.0003818911,0.00006834046,0.00006045738,0.000009713207,0.00001343352,0.000713206,0.000004562668,0.000312483],"genre_scores_gemma":[0.9991854,0.0001280808,0.0001064987,0.00004662775,0.00001763219,0.00001370281,0.0003771578,0.000001398683,0.0001233868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01489976,"threshold_uncertainty_score":0.02962607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004105327223099043,"score_gpt":0.2124922997530566,"score_spread":0.2083869725299576,"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."}}