{"id":"W3002777055","doi":"10.2196/15299","title":"An Electronic Health Platform for Monitoring Health Conditions of Patients With Hypertension in the Brazilian Public Health System: Protocol for a Nonrandomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; Medicine; Context (archaeology); mHealth; Protocol (science); Public health; Blood pressure; Intervention (counseling); Randomized controlled trial; Clinical trial; Health informatics; Health care; Nursing; Psychological intervention; Alternative medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006979892,0.0002626573,0.002068672,0.0002815056,0.0007757532,0.00008231463,0.0003107413,0.0001012384,0.000006262802],"category_scores_gemma":[0.000532264,0.0001469153,0.0002119348,0.000602808,0.0001341593,0.0002157808,0.00004839712,0.0006344921,0.000001407048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002139493,"about_ca_system_score_gemma":0.003938717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009747869,"about_ca_topic_score_gemma":0.0000747684,"domain_scores_codex":[0.9943805,0.001303312,0.001254571,0.0005467426,0.001196101,0.001318738],"domain_scores_gemma":[0.9959068,0.001181312,0.0005898541,0.0005067787,0.001297581,0.0005176695],"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":[0.9553995,0.00684741,0.001178848,0.01035215,0.0003152587,0.000002961368,0.002874944,0.000001967891,0.00007753322,0.0007185494,0.01930522,0.002925648],"study_design_scores_gemma":[0.8342348,0.08592459,0.001246341,0.002725125,0.00001666251,0.000004098508,0.001770898,0.0003693006,0.00003623683,0.00003925507,0.07349412,0.0001386177],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001383067,0.00002358034,0.0001946057,0.029558,0.000008053165,0.9686641,0.00008129904,0.00006469478,0.00002264613],"genre_scores_gemma":[0.08781774,0.000001224565,0.0003951267,0.001889003,0.0003187436,0.909448,0.00007388,0.00004607692,0.00001018159],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1211648,"threshold_uncertainty_score":0.6987116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2867957906106089,"score_gpt":0.5254624760734053,"score_spread":0.2386666854627965,"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."}}