{"id":"W4286770926","doi":"10.1111/dme.14921","title":"Nutrition and food literacy among young Canadian adults living with type 1 diabetes","year":2022,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Type 2 diabetes; Confidence interval; Meal; Health literacy; Diabetes mellitus; Gerontology; Type 1 diabetes; Meal preparation; Literacy; Internal medicine; Health care; Endocrinology; Food science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001748107,0.0001403773,0.0002757545,0.0002738606,0.001497149,0.00001291283,0.0001347164,0.00006818837,0.003637625],"category_scores_gemma":[0.0008785131,0.0001076702,0.00001252627,0.0005072676,0.0001100745,0.0004697279,0.00007912429,0.0006740723,0.00002019506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002748281,"about_ca_system_score_gemma":0.0004153012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01585755,"about_ca_topic_score_gemma":0.01616063,"domain_scores_codex":[0.9976107,0.0005081346,0.000748445,0.0002395462,0.0003096314,0.0005835823],"domain_scores_gemma":[0.9979418,0.0006240787,0.0002729785,0.0002767239,0.0002609998,0.0006234465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001359278,0.00002661462,0.9699576,0.001132009,0.000009509082,0.000001019791,0.02068896,9.373676e-7,0.000002350431,0.0001522002,0.005245097,0.002770116],"study_design_scores_gemma":[0.001500221,0.0007855766,0.9292108,0.001971642,0.00002054581,0.000001855324,0.009469571,0.003631879,0.000001151013,0.0001655169,0.05307184,0.0001694222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902872,0.000971646,0.00001744774,0.001966454,0.0006829374,0.001005125,0.00004996285,0.00006416427,0.004955016],"genre_scores_gemma":[0.9903497,0.00005889808,0.000150316,0.008259216,0.0002507088,0.000452511,0.0001859182,0.00001639751,0.0002763992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04782674,"threshold_uncertainty_score":0.9998028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981420758916458,"score_gpt":0.3395031418301869,"score_spread":0.3196889342410223,"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."}}