{"id":"W4391692118","doi":"10.1093/eurjpc/zwae057","title":"Recommended and observed statin use among US adults with and without cancer","year":2024,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Statin; Cancer; Socioeconomic status; National Health and Nutrition Examination Survey; Ethnic group; Internal medicine; Family history; Cancer prevention; Physical therapy; Demography; Environmental health; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004957468,0.0001459446,0.0002869418,0.0000542516,0.00003800137,0.00004398298,0.00008205893,0.00003785392,0.000007373627],"category_scores_gemma":[0.00006495188,0.0001086324,0.00008578051,0.00004496937,0.0001454198,0.0000179516,0.00007925534,0.0001795866,6.909392e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009406362,"about_ca_system_score_gemma":0.00006461902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001843437,"about_ca_topic_score_gemma":0.00005079631,"domain_scores_codex":[0.998663,0.0006081748,0.0002469078,0.0002501501,0.00006692985,0.0001648026],"domain_scores_gemma":[0.9994686,0.00002349759,0.0001412506,0.0001146481,0.0001415184,0.0001105278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003827228,0.00005592238,0.6266375,0.0003328761,0.004121564,0.0001282656,0.002128679,0.0002354125,0.158421,0.00008562038,0.06541881,0.1386071],"study_design_scores_gemma":[0.001994665,0.0009131958,0.6018295,0.000331079,0.0002522704,0.0005854549,0.0002243055,0.00001522436,0.001276296,0.00001694107,0.3923301,0.0002310008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796066,0.01595218,0.001781728,0.00008327698,0.002097149,0.0001125742,0.00003985892,0.000005750709,0.0003208915],"genre_scores_gemma":[0.9843616,0.009814858,0.0008615569,0.0001151688,0.004175676,0.000003926791,0.00001175489,0.00003535336,0.0006201006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3269112,"threshold_uncertainty_score":0.4429902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788832361269459,"score_gpt":0.2526375990816014,"score_spread":0.2347492754689068,"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."}}