{"id":"W2074364271","doi":"10.2147/ppa.s4163","title":"Medical management of primary open-angle glaucoma: Best practices associated with enhanced patient compliance and persistency","year":2008,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Glaucoma; Intensive care medicine; Disease; MEDLINE; Open angle glaucoma; Compliance (psychology); Quality of life (healthcare); Dosing; Cochrane Library; Disease management; Visual impairment; Blindness; Physical therapy; Optometry; Alternative medicine; Ophthalmology; Pathology; Psychiatry; Internal medicine; Nursing; Parkinson's disease","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":[0.00009339507,0.0002004136,0.0004033867,0.00004272558,0.0001698518,0.00001980851,0.0001770054,0.00008593263,0.0001023054],"category_scores_gemma":[0.0001047111,0.0001433208,0.00003086555,0.000188101,0.0003677079,0.0002197879,0.000256181,0.0001956738,0.000006973073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002854486,"about_ca_system_score_gemma":0.0001204939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001819896,"about_ca_topic_score_gemma":0.00005858392,"domain_scores_codex":[0.9983339,0.00006723631,0.0003407759,0.0004197889,0.0005843181,0.0002539322],"domain_scores_gemma":[0.9988276,0.00009212652,0.0004643791,0.0002237687,0.0001773388,0.0002147444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001870387,0.004113051,0.8031151,0.001642244,0.0005036552,0.0004233047,0.005825891,3.335649e-7,0.001606709,0.0004020224,0.000390789,0.1801066],"study_design_scores_gemma":[0.003685072,0.008374427,0.9758066,0.005160997,0.0002601738,0.0001553085,0.004279189,0.000108233,0.001170659,0.0000909662,0.000524577,0.0003837798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718072,0.001670683,0.0000468438,0.0001567804,0.00003948253,0.0007981223,0.00001002431,0.00001966849,0.02545116],"genre_scores_gemma":[0.9953693,0.002801185,0.0009953083,0.0002027644,0.00000482773,0.0000724683,0.00003514676,0.00001137713,0.0005076127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1797228,"threshold_uncertainty_score":0.5844454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09901301140104624,"score_gpt":0.2987317215814831,"score_spread":0.1997187101804369,"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."}}