{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009015666,0.0001713268,0.0002730404,0.0006805255,0.0002505637,0.0004711647,0.0002361579,0.0003074067,0.001619031],"category_scores_gemma":[0.004633853,0.0001794477,0.0003247614,0.0006429753,0.0001891256,0.0004542726,0.0002941843,0.0004855694,0.0001639305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240522,"about_ca_system_score_gemma":0.000371312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003376118,"about_ca_topic_score_gemma":0.004036308,"domain_scores_codex":[0.9993942,0.0001624285,0.00009595838,0.00009061966,0.0001604731,0.0000964334],"domain_scores_gemma":[0.9956762,0.0008735892,0.002528514,0.0001342356,0.0003090949,0.0004783105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000313901,0.00002456311,0.9994685,0.00000568389,0.0000223914,0.0000167145,0.00001662235,0.000006287354,0.00003354293,0.000003097134,0.00002021811,0.0003509377],"study_design_scores_gemma":[0.000001823518,0.00006006176,0.9996601,0.000004139146,0.000009697369,0.00009161452,0.00006108951,0.00005292653,0.00001259053,0.000004117881,0.00004037759,0.000001411909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990294,0.0002937828,0.00004908845,0.00005634065,0.000005828794,0.00001015277,0.0003087848,0.000001708798,0.0002448029],"genre_scores_gemma":[0.9995731,0.00009894049,0.00006006821,0.00002351829,0.00001073193,0.000008080136,0.0001657183,8.604071e-7,0.00005897232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003376118,"threshold_uncertainty_score":0.006712973,"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."}}