{"id":"W4379614227","doi":"10.24908/agt.v1i1.15853","title":"The Potential Benefits of Hypertension Management Watches","year":2023,"lang":"en","type":"article","venue":"Aging and (Geron) Technology","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Blood pressure; Medicine; Wearable computer; Intensive care medicine; Cardiology; Internal medicine; Computer science","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":[0.000143966,0.00008969274,0.0002555921,0.0001673431,0.0002142829,0.000006186283,0.00007161513,0.00008883784,0.000002269284],"category_scores_gemma":[0.0000203419,0.00005521435,0.00003631,0.0002811757,0.0001939845,0.00001598275,0.0002302641,0.0001234642,0.00001907317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002110535,"about_ca_system_score_gemma":0.000004704327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001679775,"about_ca_topic_score_gemma":0.000006212219,"domain_scores_codex":[0.9993248,0.000008911755,0.0001492685,0.0001838417,0.0001218455,0.000211308],"domain_scores_gemma":[0.9995641,0.00004813312,0.00003885282,0.0002594784,0.00006577791,0.00002368986],"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":[0.0001514585,0.0001453742,0.01258272,0.0004747519,0.001662249,0.0004720869,0.0003830676,0.00003052702,0.02172619,0.01208267,0.05601913,0.8942698],"study_design_scores_gemma":[0.008686308,0.001399728,0.3847462,0.002377009,0.005885384,0.001823091,0.02218491,0.001975668,0.06385081,0.01498083,0.4910996,0.0009904872],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9314916,0.02210606,0.00001611021,0.04486323,0.0001982394,0.0001694272,0.000001561558,0.0003537061,0.0008000652],"genre_scores_gemma":[0.9887406,0.009348657,0.0002148078,0.000416681,0.00003976305,0.0000131905,0.000002283767,0.0000107255,0.001213301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8932793,"threshold_uncertainty_score":0.2251576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717250663384984,"score_gpt":0.2418818230674558,"score_spread":0.214709316433606,"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."}}