{"id":"W2800047041","doi":"10.1089/met.2018.0035","title":"Metabolic Syndrome Diagnosis: The Sooner the Better","year":2018,"lang":"en","type":"letter","venue":"Metabolic Syndrome and Related Disorders","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Metabolic syndrome; Medicine; Download; Internal medicine; World Wide Web; Obesity; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001319758,0.0006946374,0.001251392,0.0009014536,0.002578607,0.002946815,0.0008205793,0.02384874,0.007653884],"category_scores_gemma":[0.01158709,0.0003081735,0.0007129096,0.0006259018,0.0017659,0.004869871,0.001108239,0.02855231,0.003046957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002669944,"about_ca_system_score_gemma":0.001580363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004409066,"about_ca_topic_score_gemma":0.005360336,"domain_scores_codex":[0.9982638,0.0006786302,0.0002035374,0.0002263312,0.0004116646,0.0002161192],"domain_scores_gemma":[0.9966593,0.001183721,0.0002948222,0.000116545,0.000751783,0.0009939022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002033798,0.0002025844,0.01212053,0.0001798595,0.00006314543,0.01480554,0.0003160712,0.0001441012,0.0006071227,0.008116069,0.9199497,0.04329195],"study_design_scores_gemma":[0.0004448429,0.0002820489,0.01164965,0.002198819,0.0001136623,0.05591508,0.002637479,0.001044601,0.0003910618,0.03932407,0.8858212,0.000177469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008427245,0.005131769,0.0000960742,0.9816111,0.01019049,0.000004775737,0.0000241023,0.00001259,0.002086273],"genre_scores_gemma":[0.01550945,0.008615349,0.0005748142,0.8480351,0.1216214,0.00002417914,0.00005231811,0.00001914001,0.00554831],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02384874,"threshold_uncertainty_score":0.02560484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00795430598791453,"score_gpt":0.2125253075867423,"score_spread":0.2045710015988278,"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."}}