{"id":"W4381716863","doi":"10.1097/nnr.0000000000000654","title":"Interindividual Variability in Self-Monitoring of Blood Pressure Using Consumer-Purchased Wireless Devices","year":2023,"lang":"en","type":"article","venue":"Nursing Research","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Nursing Research; National Institutes of Health","keywords":"Blood pressure; Self-monitoring; Medicine; Demography; Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.003233725,0.0001343788,0.0005549927,0.000549153,0.0001734436,0.00002656424,0.0001660571,0.0001473853,0.00001930751],"category_scores_gemma":[0.0004390964,0.0001210523,0.00006321826,0.00117128,0.0003274906,0.00007954906,0.0001469762,0.000615977,0.000009648996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002370579,"about_ca_system_score_gemma":0.0002009275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001886185,"about_ca_topic_score_gemma":0.000005995341,"domain_scores_codex":[0.9973779,0.0004664331,0.0003603173,0.0003852076,0.000850971,0.0005591621],"domain_scores_gemma":[0.9979281,0.0009941841,0.00005514048,0.0003941795,0.0005129526,0.0001154881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004416836,0.001655768,0.8280703,0.001721454,0.001262554,0.0002395485,0.01093918,0.00001859021,0.1326461,0.000110881,0.001233078,0.02166087],"study_design_scores_gemma":[0.007196276,0.0009616311,0.8062781,0.01205795,0.004672645,0.0001775003,0.01367858,0.005802548,0.1430664,0.0008912163,0.004622953,0.0005942091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938653,0.003622378,0.000005020792,0.0005898358,0.000241092,0.0004128925,0.00001116996,0.0001123644,0.001139971],"genre_scores_gemma":[0.9987196,0.0001137771,0.0008590843,0.00001392506,0.000160572,0.00001742509,0.000004655859,0.00002485739,0.00008611967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02179221,"threshold_uncertainty_score":0.4936371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544113550400726,"score_gpt":0.4338006843581861,"score_spread":0.2793893293181135,"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."}}