{"id":"W3184062372","doi":"10.12688/hrbopenres.13223.1","title":"Effectiveness of quality improvement strategies for type 1 diabetes in children and adolescents: a systematic review protocol","year":2021,"lang":"en","type":"review","venue":"HRB Open Research","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; SickKids Foundation; University of Ottawa; Hospital for Sick Children; University of Toronto","funders":"Health Research Board","keywords":"Protocol (science); Type 2 diabetes; Quality (philosophy); Medicine; Diabetes mellitus; Alternative medicine; Endocrinology; Pathology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06684864,0.004867475,0.01921856,0.01288465,0.003444856,0.00824783,0.005409588,0.005541578,0.06825579],"category_scores_gemma":[0.07685854,0.005042052,0.01752564,0.01301594,0.004369846,0.008727351,0.00569535,0.006382152,0.00591909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01929654,"about_ca_system_score_gemma":0.05763291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008910862,"about_ca_topic_score_gemma":0.02012173,"domain_scores_codex":[0.9690322,0.01281869,0.00991549,0.002517587,0.00424459,0.001471574],"domain_scores_gemma":[0.967337,0.01423971,0.007170934,0.00224748,0.007543775,0.001461151],"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":[0.003775541,0.0002322438,0.000689854,0.9563001,0.00365524,0.0001972493,0.0009181468,0.0005892919,0.0003445368,0.002250118,0.008282885,0.02276487],"study_design_scores_gemma":[0.02907747,0.002074293,0.005954755,0.8547416,0.02632711,0.0004002447,0.002493822,0.001171313,0.001123458,0.004105822,0.07223675,0.0002933622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007385162,0.005872294,0.0008317318,0.0003799526,0.0001548126,0.9874165,0.003980495,0.00005988194,0.0005657969],"genre_scores_gemma":[0.001021408,0.003037462,0.002340537,0.0002220445,0.00001875184,0.9924635,0.0006049919,0.000007968824,0.0002832816],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06825579,"threshold_uncertainty_score":0.3535336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1946433265975797,"score_gpt":0.5516196195608988,"score_spread":0.3569762929633191,"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."}}