{"id":"W4384663712","doi":"10.2196/43489","title":"Long-Term Results of a Digital Hypertension Self-Management Program: Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Blood pressure; Cohort; Retrospective cohort study; Internal medicine; Cohort study; Diastole; Observational study","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":[0.001879426,0.0003077912,0.0004587128,0.0008761299,0.0008478505,0.001076045,0.0006056961,0.0007692871,0.001219303],"category_scores_gemma":[0.003888054,0.0005345502,0.0008082954,0.001367874,0.0004113654,0.0009414523,0.0007015825,0.001005204,0.0004142505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006313237,"about_ca_system_score_gemma":0.0006728105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01182361,"about_ca_topic_score_gemma":0.01152403,"domain_scores_codex":[0.9984429,0.0003209985,0.0002077515,0.0003952314,0.0003679122,0.0002651903],"domain_scores_gemma":[0.9955463,0.0006206891,0.001989746,0.0005396823,0.0005231678,0.000780369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000060592,0.00004432295,0.9994346,0.000004587062,0.00004736959,0.00002722714,0.00004266352,0.000007453814,0.00003481693,0.000004531296,0.00003617613,0.0002555457],"study_design_scores_gemma":[0.000007792758,0.0001613483,0.9992546,0.000007226408,0.00004486224,0.0001157229,0.0002137349,0.00005741038,0.00001989518,0.000006500248,0.0001069016,0.000003984283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987562,0.0001664073,0.00007459983,0.00002320936,0.00000771883,0.0000269628,0.0006535685,0.000002487496,0.0002888916],"genre_scores_gemma":[0.9987046,0.0001220333,0.00009270365,0.00004936002,0.00001576904,0.00003814254,0.0008044058,0.000003258401,0.0001699406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01182361,"threshold_uncertainty_score":0.02350962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615881411191534,"score_gpt":0.2984351989568793,"score_spread":0.272276384844964,"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."}}