{"id":"W3217155492","doi":"10.1177/20534345211061032","title":"Eye-care utilization among a Canadian diabetic refugee population: retrospective cohort study of an interdisciplinary care model","year":2021,"lang":"en","type":"article","venue":"International Journal of Care Coordination","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Refugee; Referral; Medicine; Population; Eye care; Health care; Family medicine; Attendance; Optometry; Political science; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.00008198877,0.000158901,0.0003533384,0.0004331457,0.0001004973,0.00005217674,0.000140701,0.00008489542,0.00005576927],"category_scores_gemma":[0.0001329194,0.0001512984,0.0001794704,0.0002208513,0.00002872697,0.0004254328,0.0000673519,0.0001610732,0.000001161146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001843772,"about_ca_system_score_gemma":0.0003968201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268255,"about_ca_topic_score_gemma":0.01236066,"domain_scores_codex":[0.9980347,0.0000902256,0.0005506265,0.0002468451,0.0009465581,0.0001310355],"domain_scores_gemma":[0.9924152,0.00001459407,0.0004263678,0.0002032953,0.006719935,0.0002205874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002739105,0.0003257645,0.9819143,0.00005915167,0.0003478538,0.0004724187,0.006320623,0.002262274,0.00004919836,0.00007883788,0.00002483916,0.007870832],"study_design_scores_gemma":[0.002056223,0.001044882,0.9689838,0.000384271,0.0004512627,0.00005583285,0.02394995,0.002514453,0.000271753,0.0001668782,0.00001082242,0.0001098755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967049,0.0006817147,0.0001596683,0.0001752304,0.0005390202,0.0004193223,0.00009563409,0.00001113561,0.001213386],"genre_scores_gemma":[0.998396,0.000019537,0.0002077989,0.00003034546,0.0001870842,0.0000146862,0.001046648,0.00002499835,0.00007287645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01762933,"threshold_uncertainty_score":0.6897536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373677253836761,"score_gpt":0.3455276408300039,"score_spread":0.3317908682916363,"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."}}