{"id":"W2963012139","doi":"10.1007/s00417-019-04416-w","title":"Posterior segment eye lesions: prevalence and associations with ocular and systemic parameters: results from the Gutenberg Health Study","year":2019,"lang":"en","type":"article","venue":"Graefe s Archive for Clinical and Experimental Ophthalmology","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Bundesministerium für Bildung und Forschung; Moorfields Eye Hospital NHS Foundation Trust; Boehringer Ingelheim Stiftung; Biomedical Research Council; National Institute for Health and Care Research; Novartis Pharma; Philips Medical Systems","keywords":"Medicine; Ophthalmology; Drusen; Fundus (uterus); Optic nerve; Posterior segment of eyeball; Intraocular pressure; Confidence interval; 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":[0.0004960889,0.0001791755,0.000548123,0.0000262286,0.000227937,0.00001699339,0.00006486042,0.00008999433,0.000007464362],"category_scores_gemma":[0.0001013047,0.0001058482,0.00007363224,0.00003339316,0.0003438517,0.000044677,0.0001386949,0.0001761642,0.00000609963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002758651,"about_ca_system_score_gemma":0.00005709712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002601999,"about_ca_topic_score_gemma":0.000009382728,"domain_scores_codex":[0.9981503,0.0004485768,0.0004930442,0.0005646929,0.0001103778,0.0002329779],"domain_scores_gemma":[0.9981446,0.001191253,0.0002010941,0.0002689586,0.00002313073,0.0001709649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002385414,0.001045422,0.9929152,0.00003914288,0.0005455592,0.00008652342,0.002179301,4.374302e-7,0.0001437552,0.0000302643,0.00003805489,0.000590935],"study_design_scores_gemma":[0.01150032,0.01827516,0.965798,0.0001763948,0.000225677,0.0006188132,0.00294311,0.00003754705,0.00005518193,0.0002065018,0.00004361306,0.0001196744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921228,0.003401079,0.000005682632,0.001254439,0.000148191,0.002625224,0.0003874198,0.00001313395,0.0000420686],"genre_scores_gemma":[0.9969672,0.0002189717,0.001845857,0.0004839498,0.00003895367,0.0001546247,0.0001302052,0.00001379342,0.0001464253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02711719,"threshold_uncertainty_score":0.4316365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0709006844147959,"score_gpt":0.4080401446756502,"score_spread":0.3371394602608543,"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."}}