{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00287024,0.0005076327,0.0003891699,0.0005912529,0.0008553797,0.001973824,0.0008560442,0.002695961,0.03968612],"category_scores_gemma":[0.02575545,0.0002010931,0.00105674,0.0003126403,0.0004538469,0.002358298,0.001497383,0.002163584,0.007527915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005555358,"about_ca_system_score_gemma":0.001094104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0016809,"about_ca_topic_score_gemma":0.003183617,"domain_scores_codex":[0.9973015,0.001215413,0.0001286014,0.0002621189,0.0008612116,0.0002310901],"domain_scores_gemma":[0.9888916,0.005564796,0.00105207,0.0003741427,0.001916595,0.002200845],"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":[0.001016337,0.001024722,0.02679571,0.002674007,0.0002896249,0.001095085,0.00142846,0.0002755472,0.002110047,0.009955348,0.154976,0.7983592],"study_design_scores_gemma":[0.000595094,0.003990573,0.06162429,0.00866823,0.001129018,0.005522401,0.003977816,0.001552105,0.003535405,0.01680558,0.8924059,0.000193729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1175592,0.1359125,0.01791499,0.2994095,0.01669975,0.0006198841,0.003614988,0.002405672,0.4058635],"genre_scores_gemma":[0.6709017,0.07557536,0.03557653,0.1132264,0.01385329,0.0009631971,0.002422979,0.0004551826,0.08702552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03968612,"threshold_uncertainty_score":0.1327633,"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."}}