{"id":"W4385897464","doi":"10.1001/jamaophthalmol.2023.3732","title":"Understanding the Increasing Role of Optical Coherence Tomography in Glaucoma Diagnostics and Disease Progression","year":2023,"lang":"en","type":"letter","venue":"JAMA Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; Ophthalmology; Psychiatry","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":[0.0003328922,0.0002699434,0.0005487654,0.000332319,0.00007700105,0.00002575024,0.0001827684,0.0006664761,0.0000310455],"category_scores_gemma":[0.001370473,0.0001809018,0.0001308658,0.0004073938,0.0007303521,0.00003440367,0.0001817945,0.00143695,0.000005781671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005716226,"about_ca_system_score_gemma":0.0001427404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001057231,"about_ca_topic_score_gemma":0.000003360969,"domain_scores_codex":[0.9981202,0.0003094029,0.0003856233,0.0004013159,0.0003446317,0.0004387801],"domain_scores_gemma":[0.9974461,0.001847233,0.0001682585,0.0003375541,0.00005382963,0.0001470725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005208225,0.0001034741,0.962394,0.0006728931,0.00006799966,0.01333004,0.0001573303,1.273393e-7,0.00009297088,0.0003986249,0.02179665,0.0004650434],"study_design_scores_gemma":[0.0009283705,0.0005151434,0.9762434,0.001774463,0.0002574848,0.002632489,0.0006236424,0.0001434341,0.0000131475,0.01508014,0.001556088,0.0002321413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7841862,0.002068849,0.0000105749,0.2109883,0.0001871207,0.0006980376,0.00002267519,0.00003094522,0.00180723],"genre_scores_gemma":[0.9832112,0.0001969343,0.0001974737,0.0156846,0.0003698982,0.00007199038,0.0001485661,0.00005795087,0.00006138015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.199025,"threshold_uncertainty_score":0.7376959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03470070560605466,"score_gpt":0.2961578574032428,"score_spread":0.2614571517971881,"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."}}