{"id":"W2947125547","doi":"10.2196/13153","title":"The Use of Wireless, Smartphone App–Assisted Home Blood Pressure Monitoring Among Hypertensive Patients in Singapore: Pilot Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Omron Healthcare","keywords":"Logbook; Randomized controlled trial; Medicine; Randomization; Physical therapy; Blood pressure; Smartphone app; mHealth; Computer science; Psychological intervention; Surgery; Nursing; Internal medicine; World Wide Web","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":[0.003171143,0.001261049,0.002765793,0.0004127706,0.0004934685,0.0009776154,0.001007828,0.001876662,0.00464204],"category_scores_gemma":[0.004256324,0.0006520728,0.002090568,0.0005993642,0.001176736,0.00117359,0.0006740764,0.001631471,0.0004674739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009064159,"about_ca_system_score_gemma":0.002553514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245262,"about_ca_topic_score_gemma":0.004087619,"domain_scores_codex":[0.9978776,0.001262504,0.00027838,0.0002475623,0.000142239,0.0001917616],"domain_scores_gemma":[0.9970108,0.000821167,0.0008874373,0.0002551755,0.0003124235,0.0007129001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9660363,0.01586509,0.002205555,0.001677412,0.001924665,0.0000680304,0.0001482056,0.0002067016,0.0009012548,0.00005662123,0.0004751134,0.010435],"study_design_scores_gemma":[0.8570637,0.1347123,0.006091347,0.00008209219,0.001068915,0.00001970064,0.00006221436,0.0003787784,0.0001712834,0.00005195964,0.0002804089,0.00001726939],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819202,0.001888402,0.0004861642,0.0004259853,0.0003602092,0.01328185,0.0006100989,0.00008901323,0.000938138],"genre_scores_gemma":[0.9775939,0.001345357,0.001896032,0.0005668339,0.0002857897,0.01692201,0.0003697858,0.000009540643,0.001010751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00464204,"threshold_uncertainty_score":0.01677084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0544164840416983,"score_gpt":0.3086912787861624,"score_spread":0.2542747947444641,"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."}}