{"id":"W4388266014","doi":"10.1016/j.jcjd.2023.10.212","title":"MIXED-METHODS EVALUATION OF A DIABETES COMPLICATION SCREENING PROGRAM IN OUTREACH SETTINGS FOR PEOPLE WITH LIVED EXPERIENCE OF HOMELESSNESS AND DIABETES","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Diabetes mellitus; Glycated hemoglobin; Retinopathy; Nephropathy; Diabetic retinopathy; Albuminuria; Outreach; Intensive care medicine; Type 2 diabetes; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01830213,0.002394797,0.002539817,0.001836133,0.004406999,0.002526042,0.002978472,0.002931408,0.007541446],"category_scores_gemma":[0.02186397,0.001820246,0.003751286,0.001229057,0.001447279,0.002643857,0.002575419,0.00226066,0.0007106128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007719553,"about_ca_system_score_gemma":0.01171048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03141741,"about_ca_topic_score_gemma":0.04596048,"domain_scores_codex":[0.9791163,0.01437753,0.001818424,0.001506951,0.001723212,0.001457631],"domain_scores_gemma":[0.9861875,0.007073224,0.001636015,0.001274267,0.002056943,0.00177206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.2027598,0.5334898,0.05136296,0.004719676,0.004390895,0.0004425905,0.01072673,0.003094303,0.001737718,0.0009349414,0.00178236,0.1845583],"study_design_scores_gemma":[0.2510802,0.6422602,0.07689451,0.001522558,0.004590168,0.0001852423,0.010016,0.007470988,0.001720033,0.001302929,0.002629902,0.0003272797],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712443,0.0003440185,0.001744651,0.000285835,0.0001668958,0.02450163,0.0005508143,0.000067604,0.001094277],"genre_scores_gemma":[0.8903087,0.0006338272,0.01813801,0.0009560015,0.0001988544,0.08753742,0.0006607387,0.00002188392,0.001544577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03141741,"threshold_uncertainty_score":0.09679204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07625236611858596,"score_gpt":0.3934832776736094,"score_spread":0.3172309115550235,"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."}}