{"id":"W2073658997","doi":"10.1097/ijg.0000000000000081","title":"The Relationship Between Sociodemographic Factors and Persistence With Topical Glaucoma Medications","year":2014,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Medicine; Glaucoma; Confidence interval; Medical record; Socioeconomic status; Pharmacy; Retrospective cohort study; Persistence (discontinuity); Observational study; Cohort study; Glaucoma medication; Internal medicine; Demography; Pediatrics; Ophthalmology; Family medicine; Population; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004716085,0.0001291221,0.0002802151,0.0001104712,0.0003838943,0.00003507929,0.0001550827,0.00009707514,0.00001016785],"category_scores_gemma":[0.0004958541,0.00006371871,0.0001434076,0.0001810314,0.0004233332,0.00008812646,0.00002167122,0.0004858814,0.00000299688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002556292,"about_ca_system_score_gemma":0.00008731816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008653283,"about_ca_topic_score_gemma":0.0000216789,"domain_scores_codex":[0.9987644,0.0001183739,0.0003731603,0.0001125853,0.000436797,0.0001946595],"domain_scores_gemma":[0.9977631,0.001390495,0.0002676069,0.0001893645,0.0001452281,0.0002442268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006371448,0.00002952633,0.9960805,0.00002193699,0.00009076882,0.000005893844,0.0002835691,3.181557e-9,0.00002027064,0.00236887,0.0002802849,0.0007547233],"study_design_scores_gemma":[0.0008349595,0.0007543319,0.9904332,0.0001098894,0.0003215336,0.0002940933,0.0009209677,0.00002147096,0.00001464251,0.001537756,0.004677824,0.00007937893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823295,0.0006381444,0.0008426424,0.01537814,0.00008098139,0.0001092607,8.953922e-7,0.00001272128,0.0006076749],"genre_scores_gemma":[0.9988204,0.00007609146,0.0006026879,0.0001426324,0.0001915626,0.000001609013,0.000002612265,0.00001190299,0.0001504979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01649086,"threshold_uncertainty_score":0.2952643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246872232076638,"score_gpt":0.2646269800490999,"score_spread":0.2399397568414361,"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."}}