{"id":"W4312094997","doi":"10.1038/s41598-022-26340-6","title":"Changes in ideal cardiovascular health among Malawian adults from 2009 to 2017","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec - Santé; Académie de recherche et d'enseignement supérieur","keywords":"Medicine; Body mass index; Blood pressure; Cardiovascular health; Ideal (ethics); Demography; Population; Environmental health; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006686616,0.0001725599,0.0002154887,0.0005326901,0.0004587773,0.0007114321,0.0004022367,0.0002343589,0.00135339],"category_scores_gemma":[0.002745564,0.0001861754,0.0002583064,0.0009255775,0.0003717907,0.0007308052,0.0009568266,0.000682971,0.0001755213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261184,"about_ca_system_score_gemma":0.0009430579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03751543,"about_ca_topic_score_gemma":0.05699281,"domain_scores_codex":[0.9995388,0.0001228783,0.0000455539,0.00006109823,0.00008126764,0.0001505413],"domain_scores_gemma":[0.9989612,0.0001049391,0.0005630053,0.00003405588,0.0002002344,0.0001366092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007172351,0.00002508821,0.9936699,0.00007014294,0.0000336201,0.00004895365,0.001174829,0.00006556448,0.0001656174,0.0000841586,0.0005996208,0.003990846],"study_design_scores_gemma":[0.000001795292,0.0000287676,0.9982467,0.00003058212,0.000008385744,0.00005548189,0.0008290894,0.00008559464,0.00004317391,0.00002372341,0.0006429598,0.000003885163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954177,0.000420895,0.00009738185,0.0002999271,0.000009556267,0.00002370126,0.003046138,0.000004930971,0.0006796796],"genre_scores_gemma":[0.9986253,0.000162499,0.0001366126,0.0000690435,0.000006800416,0.00003145533,0.0007749188,0.000001260778,0.0001921756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03751543,"threshold_uncertainty_score":0.07459414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593671134016397,"score_gpt":0.2668345689144677,"score_spread":0.2508978575743038,"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."}}