{"id":"W3010928772","doi":"10.1186/s40168-020-00821-0","title":"Gut microbiota and cardiovascular disease: opportunities and challenges","year":2020,"lang":"en","type":"review","venue":"Microbiome","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":380,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interior Health; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Gut flora; Biology; Microbiome; Disease; Gut microbiome; Coronary artery disease; Immunology; Immune system; Bioinformatics; Medicine; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0002098966,0.0006185235,0.001405036,0.0001350207,0.0001370857,0.0000766269,0.0002634723,0.0004661596,0.0000149276],"category_scores_gemma":[0.00001732621,0.0005643836,0.0005343675,0.00008197424,0.0002668943,0.000004372364,0.0005295998,0.000216762,0.00002492231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000230421,"about_ca_system_score_gemma":0.0003494688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009260392,"about_ca_topic_score_gemma":0.000003718947,"domain_scores_codex":[0.9978241,0.0001921519,0.0004150362,0.001066706,0.00007290792,0.00042914],"domain_scores_gemma":[0.9987056,0.0000133001,0.0001364295,0.0007091715,0.00004328223,0.0003921849],"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":[0.00001151028,0.00002898953,5.828648e-7,0.02929859,0.001175576,0.00007992079,0.00004442955,2.893384e-8,0.01056684,0.0000577729,0.004369782,0.954366],"study_design_scores_gemma":[0.0002313619,0.00007501202,0.00001933887,0.001673819,0.0009621351,0.0004214842,0.00004100326,8.775765e-8,0.00001607681,0.00000239139,0.9959691,0.0005882598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006896353,0.9977269,0.000006420252,0.0004967781,0.0001542706,0.0006127162,0.000777391,0.00002743197,0.000129172],"genre_scores_gemma":[0.000029196,0.9974337,0.0001505112,0.0001818061,0.0003585636,0.00003667116,0.001099452,0.0001069885,0.0006030639],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9915993,"threshold_uncertainty_score":0.9996808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074939274177217,"score_gpt":0.2892825605918629,"score_spread":0.1817886331741412,"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."}}