{"id":"W822825218","doi":"10.1097/ijg.0000000000000353","title":"Glaucoma Severity and Participation in Diverse Social Roles: Does Visual Field Loss Matter?","year":2015,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto; University of Ottawa","funders":"","keywords":"Glaucoma; Visual field; Visual field loss; Optometry; Ophthalmology; Psychology; Medicine","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":[0.0003988305,0.0001052405,0.0003362003,0.0001112496,0.00006786849,0.00001322585,0.00004694183,0.0001013163,0.00006091834],"category_scores_gemma":[0.0001353138,0.00007260525,0.00006272822,0.0000862829,0.00008807073,0.0001924885,0.00006195806,0.0002434392,0.00001351855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006125888,"about_ca_system_score_gemma":0.00004981362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003841487,"about_ca_topic_score_gemma":0.00002449365,"domain_scores_codex":[0.9990853,0.00009261462,0.0003434939,0.00009250217,0.0002070264,0.0001790376],"domain_scores_gemma":[0.9994451,0.00007750994,0.0001803401,0.00004808375,0.0001210642,0.0001279013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001185138,0.0005527622,0.991523,0.00004186648,0.00006836615,0.0003603626,0.002309225,1.483318e-8,0.0001020071,0.00001613657,0.00304609,0.0007949848],"study_design_scores_gemma":[0.002469413,0.001869604,0.9921304,0.00007334811,0.00009063159,0.0004178274,0.001859431,0.00004150829,0.0003544085,0.0004002287,0.0002149208,0.0000782609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950382,0.0001190009,0.00002249277,0.004238894,0.0002581894,0.00008705383,0.000001192722,0.000006217884,0.0002287237],"genre_scores_gemma":[0.9987307,0.00002206332,0.000089511,0.0006967678,0.0003148626,0.000002102201,0.000001025882,0.000006279619,0.0001366468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003692506,"threshold_uncertainty_score":0.2960756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011853030961065,"score_gpt":0.3747637775010337,"score_spread":0.344645247191423,"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."}}