{"id":"W3120994206","doi":"10.1101/2020.12.27.20248919","title":"Sodium intake and high blood pressure among adults on caloric restriction: a multi-year cross-sectional analysis of the U.S. Population, 2007-2018","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Sodium Intake and Health","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Michael Smith Health Research BC; Biogen","keywords":"Medicine; Blood pressure; National Health and Nutrition Examination Survey; Population; Caloric theory; Sodium; Odds ratio; Cross-sectional study; Propensity score matching; Environmental health; Demography; Internal medicine","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":[0.001943472,0.0002985655,0.0003784134,0.0008537467,0.0004653077,0.0006793569,0.0005841007,0.0006179034,0.001913296],"category_scores_gemma":[0.004097451,0.0005053362,0.001141644,0.001778922,0.0002473416,0.0005596906,0.000658754,0.000823861,0.0004612065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005202933,"about_ca_system_score_gemma":0.0006705272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02651086,"about_ca_topic_score_gemma":0.02269609,"domain_scores_codex":[0.9989231,0.0004026454,0.0001602163,0.0002469912,0.0001911779,0.0000758679],"domain_scores_gemma":[0.9976676,0.0005086258,0.0008329749,0.0003412528,0.0003910084,0.0002583854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009222545,0.00003989919,0.9985179,0.00001177249,0.0002180154,0.00001710124,0.00005067621,0.00005365133,0.00005824958,0.00001274839,0.000362332,0.0005653054],"study_design_scores_gemma":[0.00001371267,0.00005613736,0.999149,0.0000078064,0.0001067944,0.00004587079,0.0001249864,0.000247047,0.00004126011,0.00001191961,0.0001921358,0.000003398977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993627,0.0004149785,0.000402251,0.0001494894,0.00002708599,0.0000249266,0.004894388,0.00002055167,0.0004394969],"genre_scores_gemma":[0.9952873,0.0002124178,0.0003528922,0.0001041423,0.00002259823,0.00003737506,0.003515138,0.000007843934,0.0004603862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02651086,"threshold_uncertainty_score":0.0527131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0250080622531161,"score_gpt":0.2917329908743418,"score_spread":0.2667249286212258,"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."}}