{"id":"W2016203464","doi":"10.1016/j.ophtha.2012.09.055","title":"Enhanced Detection of Open-angle Glaucoma with an Anatomically Accurate Optical Coherence Tomography–Derived Neuroretinal Rim Parameter","year":2012,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":384,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Alcon Research Institute; National Eye Institute; Canadian Institutes of Health Research; Heidelberg Engineering; Good Samaritan Foundation","keywords":"Optical coherence tomography; Medicine; Glaucoma; Tomography; Ophthalmology; Open angle glaucoma; Optometry; Angle-closure glaucoma; Radiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001233437,0.0003595356,0.0003878585,0.001092062,0.0001797263,0.0009650233,0.000322462,0.0009068811,0.0009615032],"category_scores_gemma":[0.004605846,0.0002522408,0.0001863142,0.0003503447,0.0002569317,0.001065261,0.0004791118,0.0005184722,0.000303803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535237,"about_ca_system_score_gemma":0.0002538205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004814023,"about_ca_topic_score_gemma":0.00100483,"domain_scores_codex":[0.9996229,0.0001456079,0.00004125269,0.00004567581,0.0001090908,0.00003544966],"domain_scores_gemma":[0.9987124,0.0005679271,0.0001817672,0.0001270559,0.0003268807,0.00008389397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005585447,0.0003634102,0.2628459,0.0006006748,0.0001921405,0.004530137,0.0003484352,0.002031352,0.5567733,0.001738387,0.002675264,0.1623155],"study_design_scores_gemma":[0.00017108,0.000968794,0.6238064,0.0002397054,0.0005948587,0.03077857,0.0004707302,0.0833394,0.2504165,0.002761196,0.006290377,0.0001623725],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454932,0.004397366,0.04243664,0.0006059636,0.0001656536,0.00009052346,0.0003122578,0.0004745172,0.006023705],"genre_scores_gemma":[0.9706272,0.0006658281,0.02787151,0.0001762544,0.0001062971,0.00002186208,0.00010951,0.00003695182,0.0003844669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001233437,"threshold_uncertainty_score":0.006523132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290631737015035,"score_gpt":0.3053078049694805,"score_spread":0.2824014875993301,"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."}}