{"id":"W4282934291","doi":"10.2196/32874","title":"Patient and Health Professional Perceptions of Telemonitoring for Hypertension Management: Qualitative Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health care; Blood pressure; Disease management; Population; Leverage (statistics); Context (archaeology); Health professionals; Stakeholder; Disease; Family medicine; Nursing; Physical therapy; Internal medicine; Environmental health; Computer science","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":[0.01414399,0.0003832185,0.0006379571,0.0009573395,0.005403065,0.002832364,0.0011853,0.001514636,0.002730168],"category_scores_gemma":[0.02399321,0.0005086295,0.0004265414,0.001195022,0.004119535,0.002688033,0.003634539,0.002300292,0.0002720099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003643507,"about_ca_system_score_gemma":0.004351929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005316647,"about_ca_topic_score_gemma":0.005881239,"domain_scores_codex":[0.9875344,0.009596398,0.0003982079,0.0005496416,0.0007249978,0.001196336],"domain_scores_gemma":[0.9686771,0.02521138,0.001678557,0.0004846508,0.001913095,0.002035215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003582208,0.00008957223,0.004988804,0.0001791948,0.000005281021,0.0004196221,0.9890483,0.0000276816,0.0004440221,0.0003458841,0.0004056327,0.004010123],"study_design_scores_gemma":[0.000008468916,0.0001072937,0.002365008,0.0001603853,0.000005851776,0.0002266215,0.9927251,0.0001356811,0.0002250877,0.0001268703,0.003901138,0.00001248468],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924937,0.0003912876,0.001972348,0.002132213,0.0000403807,0.0002071483,0.0001200967,0.00001492779,0.002627923],"genre_scores_gemma":[0.9965269,0.0004401568,0.001012356,0.001007576,0.00002160359,0.0002719655,0.0000397469,0.00001051849,0.0006691646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01414399,"threshold_uncertainty_score":0.07480145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1750364618044015,"score_gpt":0.5045796244433731,"score_spread":0.3295431626389717,"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."}}