{"id":"W2081618857","doi":"10.1167/iovs.05-0827","title":"Visual Field Progression in Glaucoma: Total Versus Pattern Deviation Analyses","year":2005,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Visual field; Glaucoma; Absolute deviation; Percentile; Medicine; Prospective cohort study; Ophthalmology; Mathematics; Internal medicine; Statistics","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":[0.000416856,0.0002174113,0.0003129485,0.0003535071,0.0002005331,0.00003213997,0.0001935257,0.0001517573,0.0001910604],"category_scores_gemma":[0.0008189682,0.0001723017,0.00007249718,0.001180833,0.001490527,0.00035583,0.0001379565,0.000339344,0.00009281265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001740896,"about_ca_system_score_gemma":0.0003391557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001973994,"about_ca_topic_score_gemma":0.00003363815,"domain_scores_codex":[0.9978828,0.000131892,0.0003537583,0.0005702918,0.0005301204,0.000531081],"domain_scores_gemma":[0.9990669,0.0001923684,0.0001435099,0.0001600241,0.0001530165,0.0002841817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002190632,0.000383562,0.7301335,0.00001410099,0.0000132569,0.0001982631,0.0004517077,0.000003330934,0.2623419,0.00001819926,0.00002809199,0.006194976],"study_design_scores_gemma":[0.001234944,0.002744218,0.8226497,0.0001112379,0.00002874986,0.000217045,0.0003584311,0.003442196,0.1689081,0.0001135696,0.00001685479,0.0001750639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995261,0.000139885,0.0000119325,0.001925063,0.0002375059,0.0003539959,7.822293e-7,0.00003900591,0.00203082],"genre_scores_gemma":[0.9987093,0.000003834207,0.0006510923,0.0003760876,0.0001151883,0.00003450056,0.00001104054,0.0000115826,0.00008734996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09343383,"threshold_uncertainty_score":0.7026258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05109587950415359,"score_gpt":0.4129568094360547,"score_spread":0.3618609299319011,"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."}}