{"id":"W4300862912","doi":"10.1002/hsr2.823","title":"Quality gaps in care delivery among emerging adults with type 1 diabetes: A retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Public Health Ontario; University of Toronto","funders":"Women's College Hospital; Diabetes Canada","keywords":"Medicine; Interquartile range; Glycemic; Pediatrics; Type 1 diabetes; Retrospective cohort study; Medical record; Attendance; Emergency medicine; Diabetes mellitus; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01097762,0.0002302464,0.0006439157,0.0004815404,0.004198114,0.00001539367,0.0002907981,0.00007049384,0.0002075708],"category_scores_gemma":[0.0003814274,0.0002054996,0.00003931708,0.003619934,0.0001904301,0.0003161855,0.0004179676,0.001575683,0.000008136724],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003924131,"about_ca_system_score_gemma":0.008377508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01845118,"about_ca_topic_score_gemma":0.0127215,"domain_scores_codex":[0.9926907,0.001016809,0.001496428,0.001197681,0.002037987,0.001560331],"domain_scores_gemma":[0.9964877,0.0001142682,0.001224502,0.000821549,0.0007905079,0.0005614723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000684453,0.0001427125,0.9599966,0.0004311572,0.000003654714,0.0001365019,0.0382727,0.00004374519,0.000001011352,0.000008766489,0.0003993485,0.0004953003],"study_design_scores_gemma":[0.0004453421,0.0005975668,0.887986,0.0001922448,0.000004956386,0.000005139609,0.1101261,0.00005164322,3.849432e-7,0.00001499913,0.0003780615,0.0001975946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912939,0.0006957706,0.000001955156,0.0004697038,0.00135419,0.004965641,0.00001315689,0.0001337399,0.001071949],"genre_scores_gemma":[0.9980668,0.00008027082,0.00006327724,0.0008623959,0.0001781752,0.0005888169,0.00002967551,0.0000282469,0.0001023817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07201064,"threshold_uncertainty_score":0.9998996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04147160172199223,"score_gpt":0.4269757517397155,"score_spread":0.3855041500177233,"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."}}