{"id":"W4281643585","doi":"10.1016/j.diabres.2022.109398","title":"IDF21-0237 The Impact of the Current Accessibility of Insulin Pumps on the Lives of the Visually Impaired in Canada","year":2022,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"CNIB Foundation","funders":"","keywords":"Medicine; Diabetes mellitus; Diabetic retinopathy; Visual impairment; Blindness; Insulin; Sight; Blood sugar; Insulin pump; Optometry; Type 1 diabetes; Internal medicine; Endocrinology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009229818,0.0002344427,0.0004667757,0.0009639945,0.00500332,0.003750432,0.001251537,0.001381323,0.02695747],"category_scores_gemma":[0.004662013,0.0002098975,0.0007556464,0.001930344,0.001175942,0.0006367189,0.001636487,0.002474806,0.001766553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0639716,"about_ca_system_score_gemma":0.1994697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974338,"about_ca_topic_score_gemma":0.9982644,"domain_scores_codex":[0.9978818,0.0001322455,0.0000703674,0.0001286738,0.0007156952,0.001071177],"domain_scores_gemma":[0.9877306,0.0005055533,0.00043507,0.0001118934,0.005385034,0.005831863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005389561,0.0003868438,0.3566275,0.0006002699,0.0001712917,0.001140017,0.002658576,0.0006200005,0.0008229566,0.009322768,0.5113767,0.1157341],"study_design_scores_gemma":[0.0001780148,0.0001661309,0.7107192,0.001161954,0.0001707126,0.000492821,0.01273347,0.001217422,0.0003603603,0.0009329081,0.271736,0.0001309922],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3621045,0.01281961,0.0007944076,0.2737079,0.005676412,0.0003206503,0.06079159,0.000307888,0.2834771],"genre_scores_gemma":[0.8113827,0.01017621,0.00173126,0.03947759,0.000594946,0.000136335,0.009160101,0.000211564,0.1271293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0639716,"threshold_uncertainty_score":0.4641486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152772260245635,"score_gpt":0.5010471958839358,"score_spread":0.3857699698593723,"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."}}