{"id":"W2772573508","doi":"10.1038/s41598-017-18419-2","title":"Age-Related Eye Disease and Participation in Cognitive Activities","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Institut Universitaire de Gériatrie de Montréal; Ottawa Hospital; Université de Montréal; Hôpital Maisonneuve-Rosemont; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Cognition; Disease; Medicine; Computer science; Bioinformatics; Biology; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005058903,0.00007323497,0.0001486432,0.0000832748,0.0005167845,0.00009757403,0.00002088612,0.00003610915,0.00005870653],"category_scores_gemma":[0.0007516705,0.00006091219,0.00002740856,0.00005005373,0.000819104,0.0002097356,0.00006593297,0.00007733716,0.000005671492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001475344,"about_ca_system_score_gemma":0.00004784631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001847906,"about_ca_topic_score_gemma":0.00001144784,"domain_scores_codex":[0.9991608,0.00002416429,0.0001883181,0.0003210709,0.0001415488,0.0001641592],"domain_scores_gemma":[0.999386,0.00002725727,0.0001543119,0.0002883828,0.00004099132,0.0001031282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000781106,0.0002474514,0.9943148,0.00003249445,0.0000298931,0.002851661,0.0007954889,3.160923e-7,0.0007007525,0.00001936385,0.0001965651,0.0007330846],"study_design_scores_gemma":[0.0003662804,0.00009995223,0.9953362,0.0001671324,0.00007958854,0.00002985852,0.0002042728,0.00003780723,0.0007172994,0.002817148,0.0000806156,0.00006388564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952989,0.0001306373,0.0000013956,0.0004056979,0.001223558,0.0002774192,0.000001175937,0.00001901658,0.002642253],"genre_scores_gemma":[0.9907321,0.000006504154,0.000007426693,0.00001828153,0.00001835575,0.00003086637,0.00002030462,0.000004397492,0.009161754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0065195,"threshold_uncertainty_score":0.3974741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05711396394209293,"score_gpt":0.4150253956738736,"score_spread":0.3579114317317807,"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."}}