{"id":"W1986768466","doi":"10.1016/s0008-4182(05)80010-9","title":"Screening for primary open-angle glaucoma in the developed world: are we there yet?","year":2005,"lang":"en","type":"review","venue":"Canadian Journal of Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Scanning laser polarimetry; Glaucoma; Medicine; Intraocular pressure; Ophthalmology; Optometry; Ocular hypertension; Open angle glaucoma; Optic nerve; Visual field; Nerve fiber layer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009793359,0.0003990092,0.002140566,0.0009955305,0.0001645864,0.00007192145,0.001243591,0.0003684666,0.0006441336],"category_scores_gemma":[0.0002309795,0.0002482824,0.000560228,0.0006696653,0.0001635677,0.00009142892,0.00004858661,0.001086599,0.00001405743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000351069,"about_ca_system_score_gemma":0.005226847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007220851,"about_ca_topic_score_gemma":0.004027703,"domain_scores_codex":[0.9974764,0.0003840142,0.001042665,0.0002740594,0.0001820629,0.0006407788],"domain_scores_gemma":[0.9976809,0.0004600152,0.0008665743,0.0003499773,0.0001690046,0.000473543],"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":[0.0001892754,0.0001377699,0.01800443,0.006459331,0.0006179075,0.08522263,0.0003649576,4.135557e-7,1.189225e-7,0.0003447473,0.02609244,0.862566],"study_design_scores_gemma":[0.0007746845,0.0002884734,0.01237711,0.01044882,0.0004654256,0.1729483,0.0002851068,4.316348e-7,3.412307e-8,0.0001146829,0.802086,0.0002109171],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001196269,0.9746697,0.00001109452,0.002948059,0.0004406789,0.001470429,0.00004631879,0.000002018291,0.01921543],"genre_scores_gemma":[0.002018035,0.9826171,0.003906302,0.0007827663,0.000751209,0.0001287799,0.0001232748,0.0001576952,0.009514882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8623551,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176234003398929,"score_gpt":0.3757879015705929,"score_spread":0.2581645012307,"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."}}