{"id":"W7161999554","doi":"10.82308/29708","title":"Evaluating health disparities in a pediatric population with type 1 diabetes in Quebec","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Type 1 diabetes; Ethnic group; Glycemic; Population; Diabetes mellitus; Cohort; Social deprivation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001048393,0.0002343753,0.0002953277,0.001463913,0.001682319,0.000800052,0.0008803558,0.0002670344,0.00281177],"category_scores_gemma":[0.002564342,0.0001181191,0.0004861696,0.004081315,0.0002992951,0.000405158,0.0006702726,0.0004410929,0.0001591466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02238513,"about_ca_system_score_gemma":0.02348321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992613,"about_ca_topic_score_gemma":0.9950741,"domain_scores_codex":[0.9992969,0.0001029228,0.00003908326,0.00008202934,0.0002088501,0.0002701716],"domain_scores_gemma":[0.9985915,0.0001241983,0.0003384627,0.00003986231,0.0006197566,0.000286318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002414388,0.00003442413,0.986323,0.00005175989,0.00004591567,0.00007261364,0.0004864676,0.0001102249,0.00006166907,0.0002435571,0.002794112,0.009752187],"study_design_scores_gemma":[0.000005602948,0.00001781158,0.9971258,0.0000701532,0.00002199531,0.00002905157,0.0008379153,0.0002752737,0.00002982026,0.00003145375,0.001549407,0.000005771292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668238,0.003898992,0.0004714226,0.002574431,0.00005071195,0.0002297681,0.0141528,0.00002982811,0.01176833],"genre_scores_gemma":[0.9925518,0.002006989,0.0007564835,0.0005890645,0.000021957,0.0001320011,0.002896161,0.000007178057,0.001038311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02238513,"threshold_uncertainty_score":0.1624163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053310474288024,"score_gpt":0.3988926874517526,"score_spread":0.3583595827088724,"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."}}