{"id":"W2144255990","doi":"10.1111/j.1444-0938.2008.00343.x","title":"Functional deficits in early stage age‐related maculopathy","year":2008,"lang":"en","type":"article","venue":"Clinical and Experimental Optometry","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Maculopathy; Contrast (vision); Age-related maculopathy; Ophthalmology; Visual acuity; Medicine; Audiology; Retinal; Retinopathy; Optics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002108104,0.000144695,0.0003812746,0.0001318076,0.0001233018,0.000005190234,0.0000350698,0.0001805108,0.0003315269],"category_scores_gemma":[0.00007923097,0.000117849,0.0001058589,0.0002506994,0.0005892665,0.00007579291,0.00009944839,0.0003286185,0.000147386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002176848,"about_ca_system_score_gemma":0.00001951515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001241811,"about_ca_topic_score_gemma":1.139379e-7,"domain_scores_codex":[0.9988052,0.00006023201,0.0004489438,0.000312914,0.0001510196,0.0002217127],"domain_scores_gemma":[0.9995343,0.0001312096,0.00004935182,0.0001072103,0.00001810542,0.0001598311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006268075,0.001713214,0.9953705,0.00001761156,0.00005390689,0.0006174901,0.0005157439,4.567341e-7,0.0005574767,0.00005437214,0.000375823,0.00009660378],"study_design_scores_gemma":[0.003721192,0.002416099,0.9916729,0.00003414253,0.00001493166,0.0002533341,0.0005866907,0.0000104218,0.001020645,0.00001574544,0.0001292988,0.0001245574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954647,0.001558627,0.000002387722,0.0001474413,0.000442271,0.0001782693,0.000003006834,0.00004060313,0.002162711],"genre_scores_gemma":[0.9960582,0.0001848979,0.0001400151,0.0004526577,0.0001040264,0.0000157283,0.0000175516,0.000011916,0.003015057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003697552,"threshold_uncertainty_score":0.4805743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08811715537561221,"score_gpt":0.4358894000265074,"score_spread":0.3477722446508952,"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."}}