{"id":"W2955298517","doi":"10.1016/j.ophtha.2019.06.029","title":"Associations with Corneal Hysteresis in a Population Cohort","year":2019,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Alcon Research Institute; National Institute for Health Research Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology; Moorfields Eye Charity; Moorfields Eye Hospital NHS Foundation Trust; Queen's University; University of Bristol; Queen's University Belfast; Medical Research Council; Cardiff University; Newcastle University; University of Nottingham; University of East Anglia; University of Leeds; National Institute for Health and Care Research; University of Southampton; DeepMind; King's College Hospital NHS Foundation Trust; International Glaucoma Association; Great Ormond Street Institute of Child Health; King's College London; Santen; University of Dundee","keywords":"Medicine; Cohort; Population; Ophthalmology; Optometry; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007125855,0.0004785237,0.000437662,0.001396206,0.000960399,0.001314327,0.0005597678,0.0007972015,0.003414062],"category_scores_gemma":[0.002746862,0.0006380103,0.001161654,0.002018333,0.0004670744,0.000774541,0.0008491154,0.001094453,0.0004059933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000348993,"about_ca_system_score_gemma":0.0004792822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01664502,"about_ca_topic_score_gemma":0.01253759,"domain_scores_codex":[0.9991836,0.0001941689,0.000102834,0.0002622402,0.0001004553,0.0001568082],"domain_scores_gemma":[0.9981753,0.000264353,0.0006333286,0.0003567127,0.0002961328,0.0002742727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001406756,0.00005861803,0.9984483,0.000005658358,0.0001796057,0.0001175058,0.00009733092,0.00001839406,0.0002463053,0.00003003772,0.000104007,0.0005535319],"study_design_scores_gemma":[0.000006735059,0.00009662218,0.9989612,0.000003532365,0.00008103855,0.0002635041,0.0002834059,0.00007723716,0.00003464738,0.0000356324,0.0001523411,0.000004149187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987524,0.0002215526,0.0001105733,0.00005420523,0.00001038866,0.000004746819,0.0003275457,0.000005840481,0.0005127934],"genre_scores_gemma":[0.9991606,0.00009755765,0.00005188759,0.0000285713,0.00001444186,0.000006580625,0.0002315063,0.000003871218,0.0004049493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01664502,"threshold_uncertainty_score":0.03309625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02895226375910808,"score_gpt":0.3418755281828676,"score_spread":0.3129232644237596,"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."}}