{"id":"W4383905773","doi":"10.2196/preprints.49592","title":"Home Blood Pressure Telemonitoring Technology for Patients With Asymptomatic Elevated Blood Pressure Discharged From the Emergency Department: Pilot Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Asymptomatic; Blood pressure; Telehealth; Emergency medicine; Randomized controlled trial; Telemedicine; Internal medicine; Health care; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00604772,0.0005853452,0.0006429186,0.000520719,0.001725242,0.001262957,0.0008998514,0.001168692,0.003734474],"category_scores_gemma":[0.008655108,0.0005834773,0.001391104,0.000574958,0.0007571868,0.001373485,0.0009184815,0.001895641,0.001013377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001627967,"about_ca_system_score_gemma":0.008628463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01435395,"about_ca_topic_score_gemma":0.03508133,"domain_scores_codex":[0.9975782,0.001100305,0.0002342372,0.0001911732,0.00032272,0.000573361],"domain_scores_gemma":[0.993234,0.001599776,0.0008698834,0.0005073026,0.001556071,0.002232988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03723052,0.3778217,0.4583381,0.001688641,0.0006472968,0.001358178,0.0133611,0.0003357309,0.003120745,0.0003498662,0.0108871,0.09486108],"study_design_scores_gemma":[0.02869758,0.3813882,0.5682827,0.0003441958,0.0005106176,0.0002673337,0.01347446,0.0005844971,0.0009101015,0.0001861817,0.005266384,0.00008773532],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931854,0.00005518179,0.0001543981,0.0003380337,0.00005606591,0.004939751,0.0004511345,0.00001497252,0.0008049405],"genre_scores_gemma":[0.9822374,0.0002729381,0.002198744,0.001715759,0.0001676247,0.01115347,0.0009964933,0.000008737061,0.001248739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435395,"threshold_uncertainty_score":0.03198379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304867212637262,"score_gpt":0.2729195466530194,"score_spread":0.2424328253892932,"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."}}