{"id":"W2553226765","doi":"10.1155/2016/6509809","title":"Medical Management of Glaucoma in the 21st Century from a Canadian Perspective","year":2016,"lang":"en","type":"review","venue":"Journal of Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University; Dalhousie University; University of Toronto; University of Calgary; Université de Montréal","funders":"Allergan; Alcon; Aerie Pharmaceuticals","keywords":"Medicine; Glaucoma; Optometry; Intensive care medicine; Disease; Population; Optic nerve; Ophthalmology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007341131,0.0002534004,0.001679271,0.0005239348,0.00002653013,0.000005176162,0.0005997131,0.0004412778,0.001493242],"category_scores_gemma":[0.0001743896,0.0001214507,0.0006300013,0.0002702138,0.0002017335,0.00002502778,0.00005226881,0.0008770045,0.00003202211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000381103,"about_ca_system_score_gemma":0.001263644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008884364,"about_ca_topic_score_gemma":0.0004063745,"domain_scores_codex":[0.9975004,0.0004630242,0.0009575872,0.0001927862,0.0005590671,0.000327109],"domain_scores_gemma":[0.9982806,0.0003401087,0.0006547136,0.0002901203,0.0001489165,0.0002855099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004146201,0.00119422,0.01258077,0.009897059,0.004770669,0.2999615,0.001495809,7.881434e-9,5.602681e-7,0.01332355,0.002466162,0.6538951],"study_design_scores_gemma":[0.001491652,0.0008277627,0.02940925,0.03681675,0.001558618,0.1313348,0.00490194,1.765677e-7,7.963484e-8,0.001108849,0.7923493,0.0002008457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005164886,0.9512355,6.533201e-7,0.001959941,0.0005347151,0.0004006425,0.00002359388,0.00000118255,0.04067891],"genre_scores_gemma":[0.008201321,0.9912356,0.00008122145,0.00008198307,0.0002591532,0.000008189835,0.000009039237,0.00002387417,0.00009965774],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7898831,"threshold_uncertainty_score":0.9994195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476564119941759,"score_gpt":0.3425912590483886,"score_spread":0.317825617848971,"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."}}