{"id":"W4405203207","doi":"10.1097/iae.0000000000004356","title":"SOCIAL DETERMINANTS OF HEALTH IN AGE-RELATED MACULAR DEGENERATION","year":2024,"lang":"en","type":"article","venue":"Retina","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; McMaster University; University of Toronto","funders":"","keywords":"Odds; Medicine; Odds ratio; Logistic regression; Demography; National Health Interview Survey; Gerontology; Public health; Environmental health; Internal medicine; 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":[0.0007009809,0.0001599331,0.0001847576,0.00078936,0.000266159,0.0004786996,0.0001844965,0.0003467965,0.001513433],"category_scores_gemma":[0.002262091,0.00009799917,0.0004010973,0.0006731902,0.0003276418,0.0002591375,0.0005255445,0.0004611271,0.0001455987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003660694,"about_ca_system_score_gemma":0.000483826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008665894,"about_ca_topic_score_gemma":0.009938573,"domain_scores_codex":[0.9995115,0.0002111148,0.00003327089,0.0000489036,0.00009576284,0.00009940339],"domain_scores_gemma":[0.9987369,0.000238222,0.0006383596,0.00003780884,0.0001329983,0.0002157312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001743024,0.0000580622,0.9964265,0.00002766132,0.00005953685,0.00003483896,0.00007607889,0.00003467489,0.00003490374,0.00007114424,0.0001886346,0.002970591],"study_design_scores_gemma":[0.000001632668,0.0000313901,0.9992085,0.00002690903,0.00001727903,0.00007049228,0.00008300279,0.00008768906,0.00001127817,0.00009019367,0.000370177,0.00000147527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991219,0.004872768,0.0001221748,0.0009665324,0.00003777291,0.00002061521,0.0005848461,0.000005368601,0.00217099],"genre_scores_gemma":[0.9989034,0.000682113,0.00004912769,0.00008007162,0.00002868373,0.000006262316,0.0001147611,6.846282e-7,0.000134879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008665894,"threshold_uncertainty_score":0.01723087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300942597924932,"score_gpt":0.3655488207932525,"score_spread":0.3354545610007593,"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."}}