{"id":"W4416465363","doi":"10.21956/hrbopenres.14381.r31362","title":"Referee report. For: Effectiveness of quality improvement strategies for type 1 diabetes in children and adolescents: a systematic review protocol [version 1; peer review: 1 approved, 1 approved with reservations]","year":2024,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Public Health Agency; University of Ottawa","keywords":"Type 1 diabetes; Protocol (science); Quality management; Quality (philosophy); MEDLINE","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.07237498,0.003107585,0.009388757,0.01034201,0.004683327,0.006961402,0.005494184,0.01466959,0.4706163],"category_scores_gemma":[0.5714289,0.003298913,0.009218168,0.01159988,0.00197016,0.006805765,0.006483227,0.009259834,0.08892176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118207,"about_ca_system_score_gemma":0.0205361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01689688,"about_ca_topic_score_gemma":0.03156926,"domain_scores_codex":[0.9406309,0.02337605,0.02057166,0.003811126,0.00881962,0.002790756],"domain_scores_gemma":[0.5612998,0.2068844,0.02235798,0.02161773,0.1804856,0.007354422],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004002432,0.000047302,0.0001666254,0.02405018,0.0002566372,0.00007609461,0.000210727,0.00006035162,0.0001230631,0.0006613571,0.9654471,0.008500168],"study_design_scores_gemma":[0.03149552,0.0004481339,0.009632572,0.1015474,0.002311676,0.0004047278,0.001486455,0.0013604,0.0009014459,0.0153957,0.8341478,0.000868151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.001066556,0.005879351,0.006283537,0.2166609,0.2038562,0.2071876,0.327213,0.005851037,0.02600178],"genre_scores_gemma":[0.00833906,0.003568177,0.01854527,0.1401181,0.01970563,0.7129441,0.03099724,0.002180923,0.06360145],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.927625,"threshold_uncertainty_score":0.7551016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06809268329363344,"score_gpt":0.4359878494920834,"score_spread":0.36789516619845,"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."}}