{"id":"W7084598953","doi":"10.1111/dom.16547/v2/response1","title":"Author response for \"Impact of social disadvantage on clinical and health care use indicators in adults with type 1 diabetes using insulin pumps in Ontario, Canada\"","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"DNA Repair Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Type 1 diabetes; Disadvantage; Health care; Diabetes mellitus; Insulin pump; Insulin","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":[],"consensus_categories":[],"category_scores_codex":[0.005525027,0.001033672,0.001815609,0.002369973,0.005211805,0.00318223,0.002065192,0.0077666,0.1369243],"category_scores_gemma":[0.05789262,0.0006962891,0.001460001,0.00217595,0.001569033,0.001010421,0.002639451,0.004580747,0.01876636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01341331,"about_ca_system_score_gemma":0.05720125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7421652,"about_ca_topic_score_gemma":0.8171174,"domain_scores_codex":[0.994023,0.0008166708,0.0008469011,0.0003605345,0.002634243,0.00131875],"domain_scores_gemma":[0.93779,0.007868544,0.001696893,0.001104759,0.04530565,0.006234047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003836762,0.000005337421,0.0007131049,0.0001037725,0.000008069871,0.00002332344,0.00004081089,0.00001082726,0.00000875263,0.00004399116,0.9982888,0.0007148497],"study_design_scores_gemma":[0.001217302,0.00009892334,0.06910381,0.002601345,0.0001694809,0.0001813682,0.00445027,0.0004183011,0.0002161735,0.0004988318,0.9208491,0.0001952462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005458234,0.001243571,0.0003099811,0.652856,0.1920461,0.001463041,0.1192713,0.0005452652,0.02680651],"genre_scores_gemma":[0.04261436,0.003493414,0.001517873,0.3872459,0.04413037,0.004572419,0.03995316,0.0006057358,0.4758667],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2578348,"threshold_uncertainty_score":0.5187064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076379543537461,"score_gpt":0.3862494694416757,"score_spread":0.3454856740063011,"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."}}