{"id":"W2084348830","doi":"10.1097/opx.0b013e3181787c61","title":"Glaucoma Research Taking Stock","year":2008,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glaucoma; Optometry; Compendium; Medicine; Ophthalmology; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001275533,0.00007035792,0.0001257294,0.000613798,0.0008960674,0.00004227463,0.0001652003,0.00004429612,0.00009997007],"category_scores_gemma":[0.000572591,0.00004991476,0.00002834398,0.002659586,0.001483332,0.0002093267,0.0001578056,0.0002475641,0.00006187207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002583233,"about_ca_system_score_gemma":0.0001111281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000152562,"about_ca_topic_score_gemma":2.262443e-7,"domain_scores_codex":[0.9981828,0.00003479901,0.0001222779,0.0003384701,0.0009639486,0.0003577603],"domain_scores_gemma":[0.9991571,0.0001073523,0.00003285032,0.0002306051,0.0002285925,0.0002435195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006765086,0.00008215966,0.9524662,0.00002547666,0.000001907001,0.00005833754,0.0002469523,2.865967e-8,0.03293763,0.0002384685,0.0005726627,0.01330245],"study_design_scores_gemma":[0.0003838145,0.0003921048,0.9917842,0.00008139362,0.000002798172,0.0003526112,0.0002381432,0.0006049598,0.002524117,0.00004051514,0.003529201,0.00006616775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809268,0.0003884077,0.0001415214,0.0007212672,0.00009349653,0.0001378563,3.148038e-7,0.00002483714,0.01756548],"genre_scores_gemma":[0.9973519,0.0001481668,0.001099008,0.0001579813,0.0000382509,0.000002610644,5.374289e-7,0.000005021837,0.001196465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0393179,"threshold_uncertainty_score":0.6891916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06247738975152998,"score_gpt":0.4919992882144378,"score_spread":0.4295218984629078,"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."}}