{"id":"W4210584854","doi":"10.2196/preprints.15109","title":"Identifying Barriers and Enablers to Attending Diabetic Retinopathy Screening in Immigrants to Canada From Ethnocultural Minority Groups: Protocol for a Qualitative Descriptive Study (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetic retinopathy; Qualitative research; Family medicine; Attendance; Immigration; Snowball sampling; Descriptive statistics; Gerontology; Diabetes mellitus; Geography; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03972946,0.002567567,0.002919824,0.003787184,0.01165223,0.004992452,0.0049257,0.003630306,0.04464405],"category_scores_gemma":[0.02666119,0.003261564,0.002762761,0.004252182,0.004801782,0.003083109,0.004311759,0.006272229,0.005235175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02169182,"about_ca_system_score_gemma":0.08170488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08769146,"about_ca_topic_score_gemma":0.17697,"domain_scores_codex":[0.9860929,0.007891564,0.001616809,0.001244928,0.001039685,0.002114071],"domain_scores_gemma":[0.9753726,0.01093066,0.00140533,0.002107384,0.00732294,0.002861241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01130383,0.01236191,0.01167743,0.06352115,0.000282194,0.006633839,0.4515022,0.006034002,0.01429495,0.02379272,0.1619485,0.2366472],"study_design_scores_gemma":[0.01663029,0.005510787,0.02726223,0.03485096,0.000272101,0.000795102,0.4353994,0.003060384,0.007243206,0.0146771,0.4535822,0.0007162449],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008869034,0.0003268452,0.004038067,0.0007490299,0.0002018747,0.9805235,0.00301093,0.00006276247,0.002217989],"genre_scores_gemma":[0.00319269,0.0002176399,0.00542167,0.0003095518,0.00001486859,0.9897165,0.0003117468,0.00000611285,0.0008091383],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9123086,"threshold_uncertainty_score":0.210112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0839201361384929,"score_gpt":0.3819416458991232,"score_spread":0.2980215097606302,"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."}}