{"id":"W4210599372","doi":"10.2196/35503","title":"Blood Pressure Control in Individuals With Hypertension Who Used a Digital, Personalized Nutrition Platform: Longitudinal Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blood pressure; Medicine; Stage (stratigraphy); Internal medicine; Logistic regression; Prehypertension; Cardiology; Diastole","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257345,0.000252664,0.0003852329,0.0005018457,0.0009037856,0.0008549999,0.0004167614,0.0006874707,0.001076106],"category_scores_gemma":[0.001945791,0.0005106788,0.0008854669,0.001113086,0.0002023217,0.0008071039,0.0004960395,0.001560079,0.0003180559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003185986,"about_ca_system_score_gemma":0.0004157503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042476,"about_ca_topic_score_gemma":0.01375778,"domain_scores_codex":[0.9992651,0.0001980272,0.00007116717,0.0001651584,0.0001831169,0.0001175095],"domain_scores_gemma":[0.9985712,0.0001496116,0.0005936512,0.0001874888,0.0002478483,0.0002502731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001618328,0.0002162489,0.9981865,0.000009995156,0.0001175662,0.00002842284,0.0001319174,0.0000146491,0.0001133657,0.00001041956,0.0001295275,0.0008794316],"study_design_scores_gemma":[0.00002718134,0.0002835511,0.9989045,0.00001095961,0.00007755304,0.00007942881,0.0001891427,0.000145496,0.00003461695,0.00001589632,0.0002264324,0.000005311567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987325,0.0001796314,0.0001104345,0.00005957143,0.00001086709,0.00002393857,0.0005023508,0.000003475485,0.0003772994],"genre_scores_gemma":[0.998782,0.000117265,0.0001767423,0.00009862996,0.00001827972,0.00004132544,0.0004858407,0.000002043335,0.0002777817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01042476,"threshold_uncertainty_score":0.02072817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08310008835106325,"score_gpt":0.3712763254809037,"score_spread":0.2881762371298405,"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."}}