{"id":"W4389129868","doi":"10.1097/opx.0000000000002085","title":"Case Report: Remote Scleral Lens Fitting for High Toric Scleras in a Keratoconus Patient","year":2023,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Keratoconus; Scleral lens; Ophthalmology; Lens (geology); Optometry; Medicine; Computer science; Optics; Cornea; Physics","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":[0.001440765,0.0001158431,0.0002406551,0.0005731494,0.0005384265,0.00004202,0.0000581106,0.00006114002,0.00001457437],"category_scores_gemma":[0.00109901,0.00009159599,0.00003596444,0.002281975,0.0002835748,0.0002847392,0.0001625144,0.0001266428,0.00001120648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004735497,"about_ca_system_score_gemma":0.0000581487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003506071,"about_ca_topic_score_gemma":6.536664e-7,"domain_scores_codex":[0.9985353,0.00002456226,0.0003186159,0.0004673487,0.0002712868,0.0003828496],"domain_scores_gemma":[0.999224,0.0002326939,0.00009281441,0.000200544,0.0001327895,0.0001171601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001012776,0.0009418252,0.7357805,0.0007197842,0.00006024391,0.07453011,0.004536219,0.00003667269,0.02209012,0.0004683836,0.002175858,0.1576476],"study_design_scores_gemma":[0.00262061,0.00396695,0.956062,0.0004791559,0.00002892582,0.02481713,0.001302959,0.007022716,0.002803131,0.0002498893,0.0003614334,0.000285162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979341,0.00006888129,0.00006376583,0.0007010204,0.0004125551,0.0005138652,0.000004411713,0.00004973702,0.0002516338],"genre_scores_gemma":[0.9980596,0.0000263465,0.001283445,0.000216829,0.00006132149,0.00001719511,0.000003773214,0.000006878451,0.0003245681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2202815,"threshold_uncertainty_score":0.4141196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05927474135338769,"score_gpt":0.4727818557914932,"score_spread":0.4135071144381056,"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."}}