{"id":"W2901740769","doi":"10.22374/jclrs.v2i2.32","title":"Preliminary Clinical Exploration of Scleral Lens Performance on Normal Eyes","year":2018,"lang":"en","type":"article","venue":"Journal of Contact lens Research and Science","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scleral lens; Contact lens; Lens (geology); Ophthalmology; Medicine; Visual acuity; Optometry; Sclera; Discontinuation; Surgery; Optics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004502191,0.0000584772,0.0002166281,0.0003621927,0.0002371159,0.0000322913,0.0001443578,0.00003965461,0.00004833849],"category_scores_gemma":[0.001148899,0.00004012555,0.00005913693,0.0004434137,0.00115389,0.001253847,0.00005378851,0.0003992778,0.000009384571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003057906,"about_ca_system_score_gemma":0.0007305981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009846492,"about_ca_topic_score_gemma":0.000004396721,"domain_scores_codex":[0.9980987,0.00008483417,0.0004212254,0.000133381,0.0009713507,0.0002905262],"domain_scores_gemma":[0.9979464,0.0003353877,0.0001438146,0.0001392736,0.001231377,0.000203765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02703691,0.001488978,0.6867758,0.0001600781,0.0000517384,0.0001263568,0.002383293,0.00001213759,0.08569428,0.001986211,0.003145474,0.1911388],"study_design_scores_gemma":[0.001125882,0.03120427,0.9507043,0.0003418598,0.000008202492,0.00007185489,0.0004325717,0.000896213,0.01290628,0.0001110043,0.002139083,0.00005848824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932699,0.0001213126,0.00004034981,0.001269751,0.0001739856,0.0000977223,7.685674e-7,0.00000265657,0.005023557],"genre_scores_gemma":[0.9982634,0.001106718,0.00008868547,0.0001383958,0.0002656583,7.624878e-7,2.401326e-7,0.000003107887,0.0001330129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2639285,"threshold_uncertainty_score":0.4251554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2630259604228238,"score_gpt":0.4510260335994495,"score_spread":0.1880000731766256,"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."}}