{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005286121,0.0001427161,0.0007786704,0.0007261288,0.00007999961,0.00002656282,0.0001156605,0.0001065058,0.000006876257],"category_scores_gemma":[0.001410763,0.0001186187,0.00006699694,0.0008541745,0.0001237188,0.0001624804,0.00001013768,0.0001733373,1.653291e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253382,"about_ca_system_score_gemma":0.001925655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658151,"about_ca_topic_score_gemma":0.007788262,"domain_scores_codex":[0.9977369,0.0003894172,0.0008078517,0.0001931043,0.0003518298,0.0005208968],"domain_scores_gemma":[0.9967414,0.0005866532,0.0006168435,0.0001846382,0.001294563,0.0005759362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004028732,0.00002596074,0.7768951,0.001182816,0.00004082324,2.810332e-7,0.005293777,0.00001813132,0.0009872937,0.00002235296,0.00005275816,0.2154767],"study_design_scores_gemma":[0.001405904,0.0009793065,0.9740404,0.00185906,0.00007366663,0.000001041484,0.008128174,0.01122898,0.001787608,0.0001010967,0.0002827837,0.0001119789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957987,0.001266579,0.00008364802,0.001516548,0.0001021506,0.001165512,0.00003533622,0.00001142051,0.00002012441],"genre_scores_gemma":[0.9916669,0.000007294578,0.007921208,0.00006853612,0.00007291122,0.0001976887,0.00003722693,0.00002463605,0.000003657657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2153647,"threshold_uncertainty_score":0.4837132,"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."}}