{"id":"W2588237836","doi":"10.1038/nrcardio.2017.20","title":"Cardiovascular disease prevention: lifestyle attenuation of genetic risk","year":2017,"lang":"en","type":"review","venue":"Nature Reviews Cardiology","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Disease; Disease prevention; Internal medicine; Environmental health; Bioinformatics","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00110337,0.0006600072,0.003393374,0.0001426056,0.0001734367,0.00002592075,0.0007882293,0.001513981,0.00001506173],"category_scores_gemma":[0.001460304,0.000561323,0.005354111,0.0001210445,0.0002498254,0.000005342283,0.0002510531,0.0006193879,0.00005133129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003789182,"about_ca_system_score_gemma":0.0007009309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004068154,"about_ca_topic_score_gemma":0.00000294748,"domain_scores_codex":[0.9950197,0.001988193,0.001173193,0.001136727,0.0002949307,0.0003872794],"domain_scores_gemma":[0.9949188,0.00003762708,0.001303958,0.00317333,0.0002683527,0.0002979299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002710942,0.00005122364,0.0004764236,0.01344437,0.00189681,0.00002641109,0.000001945597,0.00002080453,0.00000330291,0.00001731576,0.0071942,0.9768401],"study_design_scores_gemma":[0.0003798187,0.0001176329,0.0005716357,0.002889613,0.008609684,0.00007000865,0.000001071969,5.796542e-7,0.00000265121,0.0001380307,0.9867156,0.0005037105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003565247,0.9952026,0.0008109964,0.000008924459,0.0009283869,0.002070539,0.0005377775,0.00001359066,0.0003915422],"genre_scores_gemma":[0.0001520838,0.9925563,0.0006801737,0.00003300738,0.003263365,0.000490829,0.002396832,0.00008480801,0.0003425666],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9795213,"threshold_uncertainty_score":0.9997823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04071017511655484,"score_gpt":0.3524433907408028,"score_spread":0.311733215624248,"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."}}