{"id":"W4254492291","doi":"10.31038/jmg.2020315","title":"https://researchopenworld.com/comprehensive-risk-genetic-and-acquired-stratification-for-primary-prevention-of-cad-genetic-risk-of-cad/#","year":2020,"lang":"en","type":"article","venue":"","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"CAD; Risk stratification; Medicine; Primary prevention; Internal medicine; Engineering; Disease; Engineering drawing","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004248711,0.001026095,0.001285702,0.002631001,0.0008476158,0.003541905,0.001971182,0.003040466,0.6378956],"category_scores_gemma":[0.01445614,0.0005392426,0.00117656,0.003268839,0.0008636263,0.002765291,0.003110224,0.001655887,0.5905997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007982905,"about_ca_system_score_gemma":0.002555431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516471,"about_ca_topic_score_gemma":0.002552208,"domain_scores_codex":[0.998342,0.0004713538,0.0001013812,0.0002666476,0.0006050196,0.0002135358],"domain_scores_gemma":[0.9889411,0.003434606,0.0007818576,0.0020607,0.002023201,0.002758428],"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":[0.0003655181,0.0001690751,0.00114875,0.001048244,0.00003241554,0.00009677299,0.0001178092,0.00006620216,0.001047824,0.002688735,0.7380852,0.2551334],"study_design_scores_gemma":[0.0002314036,0.0001400313,0.003823834,0.0006530837,0.0000286645,0.0002061435,0.0001198434,0.0001092417,0.001304718,0.002954353,0.9903947,0.00003395966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00648548,0.01074875,0.01304469,0.03232659,0.004385588,0.002450367,0.1773686,0.04584416,0.7073458],"genre_scores_gemma":[0.04630836,0.02540383,0.0419061,0.02209127,0.004348184,0.005479745,0.1314428,0.02035414,0.7026654],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3621044,"threshold_uncertainty_score":0.516498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665244183487519,"score_gpt":0.2881736737022489,"score_spread":0.2615212318673737,"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."}}