{"id":"W2408341429","doi":"10.1093/eurheartj/sux029","title":"ANMCO/ISS/AMD/ANCE/ARCA/FADOI/GICR-IACPR/SICI-GISE/SIBioC/SIC/SICOA/SID/SIF/SIMEU/SIMG/SIMI/SISA Joint Consensus Document on cholesterol and cardiovascular risk: diagnostic–therapeutic pathway in Italy","year":2017,"lang":"en","type":"article","venue":"European Heart Journal Supplements","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine; Ezetimibe; Disease; Atherosclerotic cardiovascular disease; Cholesterol; Intensive care medicine; Ldl cholesterol; Internal medicine; Blood cholesterol; Medical therapy","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006939238,0.0009375025,0.00183434,0.000457209,0.001544578,0.0007836435,0.0005837757,0.0001817474,0.000383645],"category_scores_gemma":[0.0008584624,0.0007944283,0.001375322,0.0002174456,0.0003598547,0.000379638,0.0004822981,0.001932121,0.0003841102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004609031,"about_ca_system_score_gemma":0.0003077604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115159,"about_ca_topic_score_gemma":0.0001103748,"domain_scores_codex":[0.9910399,0.002062984,0.001728133,0.001336045,0.002219453,0.001613471],"domain_scores_gemma":[0.9946267,0.0002214582,0.0007394287,0.002856242,0.0003171656,0.001239031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001385729,0.002429225,0.6143852,0.0009237941,0.007637554,0.01196977,0.002445987,0.0005083195,0.00254618,0.0002064486,0.01524388,0.3403179],"study_design_scores_gemma":[0.01675347,0.002391697,0.7385924,0.001583277,0.0008454119,0.001748886,0.0004779645,0.00004543069,0.003416926,0.0001658695,0.2330054,0.0009732246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783366,0.009915308,0.0001162722,0.003319361,0.00142378,0.002726807,0.0001859893,0.0000998524,0.003876051],"genre_scores_gemma":[0.9891584,0.005513602,0.0006865457,0.002022622,0.001960006,0.00005346299,0.0000499581,0.000241735,0.0003136634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3393447,"threshold_uncertainty_score":0.9997553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04531293223362465,"score_gpt":0.3017035387206375,"score_spread":0.2563906064870129,"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."}}