{"id":"W3159281016","doi":"10.21203/rs.3.rs-440569/v1","title":"Eye-care Utilization Among a Canadian Diabetic Refugee Population: A Retrospective Cohort Pilot Study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"Memorial University of Newfoundland","keywords":"Refugee; Retrospective cohort study; Medicine; Cohort; Population; Diabetes mellitus; Cohort study; Optometry; Family medicine; Gerontology; Political science; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009367423,0.0009377992,0.0006728586,0.002445147,0.004921835,0.002221546,0.001565214,0.0009578619,0.002525014],"category_scores_gemma":[0.001867619,0.00088896,0.0009530754,0.005088469,0.00113596,0.0009926287,0.001238336,0.00122863,0.0005756763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0132522,"about_ca_system_score_gemma":0.01747662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9642439,"about_ca_topic_score_gemma":0.9674883,"domain_scores_codex":[0.999073,0.00007958689,0.00005489199,0.0001627321,0.000207033,0.0004227745],"domain_scores_gemma":[0.9987034,0.00006880548,0.0001971868,0.00007930255,0.0005567663,0.0003946028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001336277,0.0001860195,0.9959066,0.000016687,0.00005598134,0.0002698053,0.001223452,0.00002709749,0.0001823579,0.00005196145,0.0006496207,0.001296748],"study_design_scores_gemma":[0.00002180738,0.00009757576,0.9945826,0.00001813644,0.00003655802,0.0001758368,0.004373322,0.00009378786,0.00003089269,0.00001707404,0.0005335135,0.00001887057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967647,0.0001379875,0.00005239521,0.0001081195,0.000008960781,0.00009481759,0.00192977,0.000005191155,0.0008980266],"genre_scores_gemma":[0.9961468,0.0003245575,0.0002053716,0.000209062,0.00001153582,0.0000770369,0.001906357,0.000006588615,0.001112653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03575605,"threshold_uncertainty_score":0.09615189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08118547205965759,"score_gpt":0.4201713764878657,"score_spread":0.3389859044282081,"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."}}