{"id":"W4212938670","doi":"10.1097/00006324-200301000-00002","title":"IN THE NEWS","year":2003,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ophthalmology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075067,0.00004493302,0.00007898331,0.0001549321,0.0001989578,0.00002143662,0.00006884051,0.0000208659,0.00005927778],"category_scores_gemma":[0.0003534235,0.00002395751,0.00001199778,0.001103086,0.0004032187,0.0001684664,0.00002697844,0.00008659877,0.00002055318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000711265,"about_ca_system_score_gemma":0.00002134915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002476057,"about_ca_topic_score_gemma":9.169727e-8,"domain_scores_codex":[0.9994041,0.00003456257,0.00007497377,0.0001544306,0.0001889027,0.0001430339],"domain_scores_gemma":[0.9997125,0.00008926779,0.0000147822,0.0001189674,0.00002217416,0.00004225432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002967591,0.000257514,0.991576,0.00001873516,0.000002021227,0.0000252066,0.0006230272,1.40413e-7,0.002491758,0.002665169,0.0008107409,0.001500075],"study_design_scores_gemma":[0.0004511945,0.0006875526,0.9914544,0.00002460029,0.000004812675,0.0002339535,0.001129511,0.00002172065,0.0008466483,0.0002580181,0.004844219,0.00004337828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803658,0.0001894884,0.0000238402,0.001687621,0.00009974949,0.00008619868,1.393108e-7,0.00000386828,0.01754336],"genre_scores_gemma":[0.9975788,0.00005274472,0.0002548531,0.001640975,0.00001308178,0.00000266539,7.255215e-8,0.000001052202,0.0004557296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01721309,"threshold_uncertainty_score":0.1530242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759683632126038,"score_gpt":0.5058348994935203,"score_spread":0.46823806317226,"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."}}