{"id":"W3129195283","doi":"10.2196/20270","title":"Telemetric Interventions Offer New Opportunities for Managing Type 1 Diabetes Mellitus: Systematic Meta-review","year":2021,"lang":"en","type":"review","venue":"JMIR Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; CINAHL; Medicine; Systematic review; Meta-analysis; MEDLINE; Cochrane Library; Randomized controlled trial; Telemedicine; Disease management; Intensive care medicine; Health care; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002286932,0.001002467,0.008873811,0.001643627,0.0001598108,0.0002812154,0.0007348676,0.0003054419,0.001864916],"category_scores_gemma":[0.001385363,0.0006717651,0.005884739,0.002244842,0.0001105615,0.0002187408,0.0004737524,0.0005775894,0.0002467228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001847025,"about_ca_system_score_gemma":0.0004899885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001047464,"about_ca_topic_score_gemma":0.000001077691,"domain_scores_codex":[0.9944168,0.0005449945,0.002116807,0.0008976425,0.0008680868,0.001155609],"domain_scores_gemma":[0.9951269,0.001585494,0.0008664102,0.001398541,0.0005384661,0.0004841946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[5.506798e-7,0.000122742,0.000004203063,0.5663168,0.01034768,0.000009987342,0.000003925346,4.032775e-8,7.6196e-8,0.0002456729,0.06092818,0.3620201],"study_design_scores_gemma":[0.0001840591,0.0001858041,8.690883e-7,0.3967211,0.05465126,6.448633e-7,0.00002736279,0.00001234748,0.000001034313,0.00005654797,0.547793,0.0003660169],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001969093,0.9845877,0.00002662613,0.0009233964,0.0005476793,0.0118862,0.00007962575,0.0001862156,0.00176064],"genre_scores_gemma":[0.000001252745,0.9365572,0.0005886825,0.0006146846,0.0003788268,0.006609629,0.001648642,0.0002106804,0.05339042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4868648,"threshold_uncertainty_score":0.9995733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4036266885928521,"score_gpt":0.447950154567915,"score_spread":0.04432346597506293,"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."}}