{"id":"W4327951280","doi":"10.3390/biom13030562","title":"Glaucoma and Myopia: Diagnostic Challenges","year":2023,"lang":"en","type":"review","venue":"Biomolecules","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Eye Institute; National Institutes of Health; Children's Health Research Institute; Research to Prevent Blindness; U.S. Department of Veterans Affairs","keywords":"Glaucoma; Medicine; Optometry; Visual field; Intraocular pressure; Ophthalmology; Disease; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009605618,0.0003709285,0.001219515,0.000234918,0.0000518885,0.00002063156,0.0001105308,0.0003302775,0.00001713228],"category_scores_gemma":[0.0003952288,0.0002586118,0.0003138826,0.0002207063,0.0002013864,0.00001416325,0.0001139283,0.0002176141,0.0004617787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002491518,"about_ca_system_score_gemma":0.0001064416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000233545,"about_ca_topic_score_gemma":0.00001944742,"domain_scores_codex":[0.9986723,0.00007762585,0.0003289097,0.0004373186,0.0001926435,0.0002911762],"domain_scores_gemma":[0.9989396,0.0004363119,0.0001106536,0.0003125483,0.00003001108,0.0001708624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003855544,0.00005346928,0.00005845112,0.05266365,0.0002365543,0.0004863515,0.00003172279,8.997407e-11,8.746268e-7,0.001443416,0.001073438,0.9439482],"study_design_scores_gemma":[0.0002125714,0.0002126312,0.002017579,0.02442823,0.001334132,0.0003387715,0.00006988316,4.739028e-7,6.104024e-7,0.000106334,0.971011,0.0002677358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001301221,0.9967919,0.000003561752,0.0006282043,0.0001916785,0.0007209883,0.00002125083,0.0001650615,0.001347217],"genre_scores_gemma":[0.00001369372,0.9986749,0.00006166716,0.00004581213,0.0001608971,0.000104957,0.0001024219,0.00009504941,0.0007405525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9699376,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06763607660819548,"score_gpt":0.344821980334881,"score_spread":0.2771859037266856,"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."}}