{"id":"W3209294413","doi":"","title":"Outreach screening to address socioeconomic barriers to diabetic retinopathy screening in China","year":2020,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Outreach; Socioeconomic status; Diabetic retinopathy; Medicine; Optometry; China; Environmental health; Family medicine; Diabetes mellitus; Geography; Political science; Endocrinology; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001454764,0.000490577,0.0004894919,0.001643643,0.002635396,0.001073015,0.001011211,0.0005197496,0.002301093],"category_scores_gemma":[0.003095198,0.0003909451,0.0007177886,0.002162631,0.0006066588,0.0008582441,0.001869831,0.000963956,0.00009851901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004350042,"about_ca_system_score_gemma":0.02427269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2291167,"about_ca_topic_score_gemma":0.318124,"domain_scores_codex":[0.998646,0.0002818867,0.0001184498,0.0001319573,0.0001810391,0.0006406947],"domain_scores_gemma":[0.9977965,0.0001667526,0.0003977381,0.00005510223,0.0002346344,0.001349213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000103345,0.001167676,0.9622108,0.000234546,0.0001207373,0.000623928,0.002530947,0.0003827061,0.0004733834,0.0009880654,0.002484776,0.02867904],"study_design_scores_gemma":[0.0001100203,0.0003501409,0.9888473,0.0002356567,0.0002285907,0.0002072911,0.00433979,0.00229278,0.0001703458,0.0008518271,0.002328065,0.00003830027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930863,0.0006167506,0.0003434723,0.003233107,0.0000562248,0.0001905561,0.0002153425,0.00001760433,0.002240652],"genre_scores_gemma":[0.9969958,0.0004150291,0.0004315902,0.001026477,0.0000393384,0.0001351253,0.0001705388,0.000004628298,0.0007814311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2291167,"threshold_uncertainty_score":0.4555662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03780383058572136,"score_gpt":0.3283549660410586,"score_spread":0.2905511354553373,"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."}}