{"id":"W3004218007","doi":"10.2196/14702","title":"An Automated Blood Pressure Display for Self-Measurement in Patients With Chronic Kidney Disease (iHealth Track): Device Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fresenius Medical Care North America","keywords":"Blood pressure; Medicine; Heart rate; Cardiology; Kidney disease; Internal medicine; Diastole","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":[0.007879476,0.0006303258,0.0006651072,0.0005434122,0.0006116271,0.0009666073,0.000640509,0.0009860313,0.001247981],"category_scores_gemma":[0.01287661,0.0003972902,0.001013207,0.0005358602,0.0005868725,0.0008044845,0.0009605986,0.0007597791,0.0006446221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005612735,"about_ca_system_score_gemma":0.0008233061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273971,"about_ca_topic_score_gemma":0.001042581,"domain_scores_codex":[0.9951757,0.00222031,0.0004366033,0.0006330074,0.00130966,0.0002247821],"domain_scores_gemma":[0.989341,0.003777196,0.002082166,0.001969603,0.002152117,0.0006778684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007937292,0.007923135,0.9550242,0.0002168683,0.0006595821,0.0002058059,0.001130349,0.0003227702,0.002824476,0.0001591953,0.0007535006,0.02284289],"study_design_scores_gemma":[0.001237533,0.01906702,0.9736925,0.00004706542,0.000375537,0.0005433358,0.0003755603,0.002114441,0.001113962,0.00005121494,0.001339295,0.00004256425],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977338,0.0001024139,0.001052469,0.00002661373,0.00002388193,0.0002627936,0.0002807778,0.00001587155,0.0005013481],"genre_scores_gemma":[0.9961733,0.00008774738,0.001958142,0.0001709921,0.00004858424,0.0003657196,0.0008425946,0.00001457534,0.0003382847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007879476,"threshold_uncertainty_score":0.04167116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05232295981190169,"score_gpt":0.3538023284996401,"score_spread":0.3014793686877384,"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."}}