{"id":"W2481484737","doi":"10.17925/usor.2014.07.02.154","title":"Age-related Macular Degeneration—Disease, Risk Factors, and Treatments","year":2014,"lang":"en","type":"article","venue":"touchREVIEWS in Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Macular degeneration; Drusen; Medicine; Disease; Ophthalmology; Incidence (geometry); Degeneration (medical); Posterior pole; Posterior segment of eyeball; Retinal; Internal 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":[0.0001473692,0.0002549555,0.0005739659,0.0001034585,0.00007140747,0.00001198705,0.00006078119,0.00009991116,0.0005589275],"category_scores_gemma":[0.0002192198,0.0001779233,0.0001480553,0.0001419324,0.0000972826,0.0000467297,0.00003814722,0.0001217447,0.0001091368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000656619,"about_ca_system_score_gemma":0.0000326846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000159359,"about_ca_topic_score_gemma":0.000002239033,"domain_scores_codex":[0.998498,0.0003086234,0.0003907893,0.0004150746,0.0001253093,0.000262192],"domain_scores_gemma":[0.999113,0.00007817286,0.000123275,0.0003722242,0.00002626454,0.000287067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008778313,0.0003531007,0.992534,0.0001107877,0.0001179044,0.001087886,0.00003483912,0.000007463526,0.00004570449,0.0004179312,0.0001004094,0.00510216],"study_design_scores_gemma":[0.001896572,0.000464811,0.9922706,0.0001240277,0.0005676391,0.0003529614,0.000005665833,0.0001993726,0.0000405639,0.001713254,0.002214203,0.0001502581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802617,0.01494576,0.000007747865,0.0001202978,0.0001057679,0.0006962802,0.00002206237,0.00002372868,0.003816656],"genre_scores_gemma":[0.9942154,0.003749451,0.0004419389,0.00007998128,0.00003924135,0.00008504175,0.0002782315,0.00002421592,0.001086515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01395368,"threshold_uncertainty_score":0.7255501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02800983353850571,"score_gpt":0.3169863580180347,"score_spread":0.2889765244795289,"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."}}