{"id":"W4283521874","doi":"10.1016/j.jval.2022.04.1010","title":"HSD8 Real-World Patient Persistence: A Comparison of Prostaglandin Analogs Used for the Treatment of Open-Angle Glaucoma or Ocular Hypertension","year":2022,"lang":"en","type":"article","venue":"Value in Health","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bausch Health (Canada); Health Canada","funders":"","keywords":"Travoprost; Bimatoprost; Latanoprost; Medicine; Persistence (discontinuity); Glaucoma; Intraocular pressure; Ophthalmology; Prostaglandin analogue; Internal medicine","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":[0.001897596,0.0003028204,0.0009613301,0.000717339,0.0003716535,0.001153295,0.0003521892,0.0006594386,0.00423114],"category_scores_gemma":[0.00867064,0.0001273144,0.001460577,0.0008670366,0.0004149112,0.001113254,0.0007518378,0.0007545459,0.0003289391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006561367,"about_ca_system_score_gemma":0.0005215916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228981,"about_ca_topic_score_gemma":0.001326772,"domain_scores_codex":[0.998103,0.0008962662,0.0002917856,0.0002412017,0.0002962071,0.0001715928],"domain_scores_gemma":[0.9923831,0.003939211,0.002278152,0.0004005852,0.0004045967,0.0005944017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1911793,0.00283718,0.7268052,0.001038668,0.003808351,0.0003697034,0.0009354549,0.0006122569,0.001121313,0.0004981127,0.0008521367,0.06994236],"study_design_scores_gemma":[0.004889234,0.05847812,0.9226677,0.0002281704,0.002261386,0.001501629,0.003012015,0.001717331,0.0007353815,0.0004081718,0.003970901,0.0001300066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972317,0.00131333,0.0000858309,0.00006787725,0.00002213066,0.00002778486,0.0006207208,0.000004154485,0.0006265815],"genre_scores_gemma":[0.9985166,0.0004356001,0.0001210819,0.00005383778,0.00003126482,0.00002997455,0.0006405414,0.000002869195,0.0001681745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00423114,"threshold_uncertainty_score":0.01415455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069516270570797,"score_gpt":0.356536116304901,"score_spread":0.2495844892478213,"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."}}