{"id":"W7056718811","doi":"","title":"Glycemic control and socioeconomic status in Canadian children with type 1 diabetes using continuous glucose monitoring: A retrospective cohort study","year":2022,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Type 1 diabetes; Glycemic; Socioeconomic status; Diabetes mellitus; Cohort study","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001466386,0.0002312127,0.0004248648,0.0001573869,0.0001335954,0.0001803971,0.0002117683,0.00009479973,0.0003615915],"category_scores_gemma":[0.000007204566,0.0002545129,0.00001752556,0.0001430594,0.00001563102,0.0001200013,0.00001898247,0.0003361793,0.00001800171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009794743,"about_ca_system_score_gemma":0.0003629584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1170006,"about_ca_topic_score_gemma":0.2483307,"domain_scores_codex":[0.9989175,0.00002975065,0.0002132192,0.000373778,0.00009231635,0.0003734261],"domain_scores_gemma":[0.9994959,0.00002243233,0.00007326564,0.0002145519,0.0000360589,0.0001577948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005220807,0.00003176059,0.9963822,0.000004450163,0.0002785764,0.000005331913,0.001168865,0.0005544176,0.0004161838,0.000001066512,0.00002472837,0.001080216],"study_design_scores_gemma":[0.001414507,0.0001502509,0.9946841,0.00002733555,0.0001813017,0.000001470851,0.001701166,0.000916292,0.0002537227,0.000006595812,0.0003136491,0.0003496035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954259,0.0004438468,3.98949e-7,0.00000258556,0.0001535381,0.002464182,0.0002727396,0.000006294454,0.001230473],"genre_scores_gemma":[0.9986151,0.00004635366,0.0001116603,0.000002799082,0.00004087459,0.0002780848,0.0005241617,0.00006405363,0.0003169461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1313301,"threshold_uncertainty_score":0.9999907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008322757674825206,"score_gpt":0.2498326446795085,"score_spread":0.2415098870046833,"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."}}