{"id":"W3034934808","doi":"10.5114/aoms.2020.96052","title":"Design and rationale of a nationwide screening analysis from the LIPIDOGRAM2015 and LIPIDOGEN2015 studies","year":2020,"lang":"en","type":"article","venue":"Archives of Medical Science","topic":"Atherosclerosis and Cardiovascular Diseases","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lembaga Ilmu Pengetahuan Indonesia; Valeant Pharmaceuticals International","keywords":"Medicine; Cohort; Internal medicine; Metabolic syndrome; Lipid profile; Disease; Anthropometry; Immunology; Obesity; Cholesterol","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.04289962,0.001725349,0.002532733,0.004492625,0.001706585,0.002010077,0.002244026,0.002656351,0.01709258],"category_scores_gemma":[0.04920638,0.001424709,0.003128482,0.004721202,0.001591607,0.001545972,0.002721704,0.001448318,0.003123041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001769955,"about_ca_system_score_gemma":0.005403501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384826,"about_ca_topic_score_gemma":0.002899559,"domain_scores_codex":[0.9602099,0.02630292,0.004666702,0.004714306,0.002671308,0.001434901],"domain_scores_gemma":[0.9824814,0.007293494,0.002013328,0.002768284,0.004471404,0.0009721237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09304413,0.006839278,0.537266,0.0447337,0.01225238,0.003516916,0.006934857,0.004661099,0.004771552,0.0523189,0.07647056,0.1571908],"study_design_scores_gemma":[0.05965165,0.04009119,0.4691299,0.01784838,0.01880063,0.002100847,0.007412154,0.01498697,0.003091405,0.03417215,0.3320158,0.0006989137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.08123229,0.004897087,0.03228562,0.003292785,0.001660929,0.8438433,0.02448317,0.0002022659,0.008102548],"genre_scores_gemma":[0.0868442,0.0006459888,0.02915341,0.003100097,0.0002783981,0.8709423,0.007501163,0.00003162705,0.001502784],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04289962,"threshold_uncertainty_score":0.2268776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06351951425695819,"score_gpt":0.2889531932622101,"score_spread":0.2254336790052519,"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."}}