{"id":"W4401044164","doi":"10.1111/dom.15799/v2/review1","title":"Review for \"Persistent disparities in insulin pump uptake despite a universal pump programme for type 1 diabetes in Ontario, Canada\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Insulin pump; Type 2 diabetes; Type 1 diabetes; Medicine; Diabetes mellitus; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01081688,0.001225416,0.003949672,0.008391889,0.003642535,0.00569511,0.003766192,0.003281815,0.02418407],"category_scores_gemma":[0.055723,0.0008780215,0.00313331,0.01300211,0.002371536,0.002068367,0.002245645,0.002407136,0.002925974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04572887,"about_ca_system_score_gemma":0.3022712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9320709,"about_ca_topic_score_gemma":0.9725275,"domain_scores_codex":[0.9906893,0.0009706369,0.001329846,0.0004796248,0.005459076,0.001071587],"domain_scores_gemma":[0.9174746,0.01102094,0.005159994,0.0008089849,0.0614174,0.004118061],"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":[0.00009321151,0.00001746924,0.001249792,0.03540858,0.0004619599,0.00006425307,0.00030652,0.00003770553,0.00005431419,0.0007592058,0.8892959,0.07225114],"study_design_scores_gemma":[0.0003471202,0.00005129959,0.03027748,0.1196455,0.002356324,0.000180505,0.0005681308,0.00005247007,0.00008555222,0.0004483385,0.8458956,0.00009159412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001086007,0.8457698,0.0001914351,0.08917373,0.03150498,0.0007676305,0.01496109,0.0001276491,0.01641766],"genre_scores_gemma":[0.01349684,0.9153585,0.001164778,0.03428849,0.008605108,0.0007163346,0.008282521,0.00008673036,0.01800071],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9891831,"threshold_uncertainty_score":0.3317877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08242360489023187,"score_gpt":0.3250759123391332,"score_spread":0.2426523074489014,"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."}}