{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01734761,0.002812979,0.01758242,0.008056777,0.0007430971,0.003808792,0.002205369,0.002347746,0.00594543],"category_scores_gemma":[0.05215967,0.001294753,0.02389971,0.008038037,0.0009405906,0.002510838,0.001779529,0.001839001,0.0003461165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003318401,"about_ca_system_score_gemma":0.007856398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005510152,"about_ca_topic_score_gemma":0.01179163,"domain_scores_codex":[0.9872695,0.006007809,0.003921255,0.0009260224,0.001519336,0.0003561644],"domain_scores_gemma":[0.9630422,0.02865168,0.005131683,0.0007379081,0.002106939,0.0003295409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007935927,0.00003564575,0.001226866,0.8351678,0.1459219,0.00006757514,0.00008974801,0.0001978778,0.0000963483,0.0001240257,0.0004470884,0.01583141],"study_design_scores_gemma":[0.0007747138,0.000363321,0.003090793,0.2087997,0.7827412,0.0001149032,0.0001046445,0.0001499872,0.0001574435,0.0002775008,0.003395595,0.0000300526],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001504289,0.9969352,0.0002953503,0.0001724078,0.0001234386,0.0005196462,0.0002604909,0.00001477051,0.0001743509],"genre_scores_gemma":[0.05005313,0.9450898,0.001614984,0.0007563233,0.0002516276,0.00169132,0.0003647049,0.00001513015,0.0001629474],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9824176,"threshold_uncertainty_score":0.09174401,"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."}}