{"id":"W903487079","doi":"","title":"Enhanced Glaucoma Detection With An Anatomically Accurate Spectral Domain OCT Derived Neuroretinal Rim Parameter","year":2012,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Glaucoma; Ophthalmology; Optical coherence tomography; Medicine; Computer science; Optometry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008309244,0.0003047406,0.0004240806,0.0002789027,0.0003901389,0.00007828527,0.0002921074,0.00009171516,0.0001032564],"category_scores_gemma":[0.0005440093,0.000224816,0.00008957305,0.00133192,0.005052125,0.0008032328,0.00008089355,0.0004527965,0.00005350151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000140503,"about_ca_system_score_gemma":0.0002605639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001115701,"about_ca_topic_score_gemma":0.000004556682,"domain_scores_codex":[0.9972056,0.0003330341,0.0003187523,0.0007144946,0.0005333144,0.0008947928],"domain_scores_gemma":[0.9982131,0.0001388756,0.0002226285,0.000328335,0.0002562274,0.0008408096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002741187,0.0001723489,0.1362427,0.000007940995,0.00002958243,0.0001540392,0.0005593039,0.000001998604,0.8621748,0.00003518377,0.000001221856,0.0003467518],"study_design_scores_gemma":[0.0003571771,0.001639384,0.4319066,0.00002977162,0.00006601046,0.001431406,0.0002495137,0.0009733507,0.5625978,0.0005658552,0.000003146532,0.0001799672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978912,0.00002422793,0.0004349803,0.0003393653,0.0001218156,0.0002447109,0.000001794863,0.00007942627,0.000862507],"genre_scores_gemma":[0.9895507,0.000001414743,0.009729754,0.0004524493,0.0001573321,0.00002726592,0.000006851804,0.00002293759,0.00005130051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.299577,"threshold_uncertainty_score":0.9976556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007626244570052,"score_gpt":0.3426112437861248,"score_spread":0.3125349813404243,"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."}}