{"id":"W3157115367","doi":"10.2196/24687","title":"Improving Management of Type 2 Diabetes Using Home-Based Telemonitoring: Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glycemic; Diabetes management; Type 2 diabetes; Diabetes mellitus; Population; Cohort; Medical record; Electronic medical record; Emergency medicine; Internal medicine","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":[0.001549864,0.0005047224,0.0005678797,0.0005899739,0.0008329485,0.0008907121,0.0006083948,0.0007421082,0.001611173],"category_scores_gemma":[0.002305548,0.0005571425,0.001172556,0.001107173,0.0002831681,0.0008038898,0.0006267059,0.001051339,0.0003321302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004891383,"about_ca_system_score_gemma":0.0006151766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499316,"about_ca_topic_score_gemma":0.01328718,"domain_scores_codex":[0.9991238,0.0002916289,0.00007230745,0.0002241016,0.0001358167,0.0001524702],"domain_scores_gemma":[0.9985816,0.0002127418,0.0004139704,0.0002607661,0.0001851462,0.0003456933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00129034,0.0009800994,0.9951386,0.0000175024,0.0004040775,0.00008478831,0.0001950978,0.00003972569,0.0001518934,0.00001282536,0.0001690161,0.001515784],"study_design_scores_gemma":[0.0002814553,0.001235629,0.9971702,0.00001196994,0.0002096639,0.0001307903,0.0003818428,0.0002752188,0.00004895758,0.0000156735,0.0002279834,0.00001078483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993159,0.00008898342,0.00005901718,0.00001708814,0.000008145415,0.0000477973,0.0002961259,0.00000241677,0.0001646024],"genre_scores_gemma":[0.9989428,0.000121616,0.0001211433,0.00003950252,0.00001625944,0.00005550962,0.0004738766,0.000002765451,0.0002264387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499316,"threshold_uncertainty_score":0.0298118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0427922569732337,"score_gpt":0.4089063892587284,"score_spread":0.3661141322854947,"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."}}