{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02147338,0.0003413083,0.004526004,0.0004646836,0.00007475568,0.0002772968,0.0008407953,0.0001871719,0.00004964567],"category_scores_gemma":[0.002082038,0.0002247973,0.0002851232,0.00131764,0.0001828358,0.0001572858,0.001459702,0.0007017507,0.00001279087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000215944,"about_ca_system_score_gemma":0.001294026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008974852,"about_ca_topic_score_gemma":0.000008301938,"domain_scores_codex":[0.992375,0.003894722,0.001251568,0.000756905,0.001037448,0.0006843173],"domain_scores_gemma":[0.9966497,0.001064899,0.0003169529,0.0009564867,0.0008626842,0.0001492827],"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":[0.00007036001,0.0004376638,0.0003826412,0.9401994,0.0005298958,0.000003975105,0.000005060081,1.519771e-8,0.000004847812,0.0005244233,0.000286533,0.05755519],"study_design_scores_gemma":[0.001609721,0.0009555225,0.0004900075,0.9859117,0.0006069632,9.553504e-7,0.00004366026,0.000002506698,0.000009172902,0.0001015953,0.01005375,0.0002144419],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000036008,0.6041733,7.720652e-7,0.00001702687,0.00001143772,0.395423,0.00002308828,0.000005253283,0.0003101755],"genre_scores_gemma":[0.0000300299,0.650345,0.00002863955,0.00001326996,0.00001994104,0.3489114,0.0001763893,0.00004395654,0.0004313372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05734075,"threshold_uncertainty_score":0.9166968,"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."}}