{"id":"W3023889028","doi":"10.1016/j.jcjd.2020.04.005","title":"Baseline Diabetes Knowledge Assessment Amongst Adults With Type 1 and Type 2 Diabetes Receiving Eye Care at a Tertiary Ophthalmic Centre in Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Type 2 diabetes; Tertiary care; Baseline (sea); Eye care; Tertiary level; Diabetes mellitus; Optometry; Family medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006507976,0.0002372131,0.0006603053,0.0008750536,0.003149756,0.002239847,0.001178847,0.0006996475,0.003235791],"category_scores_gemma":[0.003330405,0.0004232916,0.0007724436,0.003074743,0.0006226695,0.0007947838,0.001173803,0.001792228,0.0002901288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02509747,"about_ca_system_score_gemma":0.03328491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853622,"about_ca_topic_score_gemma":0.9914359,"domain_scores_codex":[0.9983333,0.0001047642,0.0001650786,0.0002000551,0.0004752612,0.0007215973],"domain_scores_gemma":[0.9964364,0.0001907352,0.0005395192,0.00004281207,0.001465793,0.001324752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003938179,0.0001132419,0.9959962,0.00002964614,0.00003174067,0.00009731002,0.0009250222,0.00003676778,0.00003553688,0.00003829068,0.0008873898,0.001769428],"study_design_scores_gemma":[0.000006348675,0.00003355164,0.9966884,0.00005178404,0.00001708495,0.00005421862,0.002620064,0.00008754335,0.00001291135,0.00001217784,0.0004072348,0.000008723828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919599,0.0006493527,0.00003942651,0.000834928,0.00002041221,0.00007416408,0.002520165,0.000006681449,0.00389495],"genre_scores_gemma":[0.9973751,0.0004078834,0.0001151057,0.0003630787,0.000009165227,0.00002357299,0.0009400487,0.000003234754,0.0007627452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02509747,"threshold_uncertainty_score":0.1820957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006767551993765754,"score_gpt":0.2224149466933962,"score_spread":0.2156473946996304,"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."}}