{"id":"W4220951346","doi":"10.22374/jclrs.v6i1.49","title":"RESHAPING TORIC CORNEAS WITH ORTHOKERATOLOGY","year":2022,"lang":"en","type":"article","venue":"Journal of Contact lens Research and Science","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orthokeratology; Astigmatism; Cornea; Lens (geology); Corneal topography; Optometry; Refractive error; Flattening; Optics; Ophthalmology; Medicine; Materials science; Visual acuity; 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":[0.0029636,0.00005328337,0.0002094415,0.0004140951,0.0009870655,0.00002616537,0.0001458997,0.00001523279,0.000100661],"category_scores_gemma":[0.0004063897,0.00003441875,0.00002261441,0.0006881997,0.0007984606,0.0002115909,0.0001621335,0.0006629819,0.000001684585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123017,"about_ca_system_score_gemma":0.0008069619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001304713,"about_ca_topic_score_gemma":0.000002059397,"domain_scores_codex":[0.9983432,0.0001206992,0.0001740824,0.0001318666,0.0008832489,0.0003469292],"domain_scores_gemma":[0.9988165,0.0002234879,0.00008412349,0.00009152417,0.0006161084,0.0001682916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004302218,0.0005889332,0.9496202,0.00004997385,0.00009086331,0.002875655,0.001169901,0.000003844358,0.03247295,0.005612758,0.002278005,0.0009347341],"study_design_scores_gemma":[0.002860873,0.06723791,0.8967565,0.0001105469,0.00002818905,0.01755318,0.003930882,0.00009899783,0.001258927,0.0005112902,0.009541578,0.0001111255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935728,0.001251216,0.00001025932,0.002999018,0.0001053933,0.0001055433,8.430027e-7,0.000002902654,0.001952044],"genre_scores_gemma":[0.9990304,0.0001218978,0.0001108364,0.0002320602,0.00005814002,0.000003675603,1.425575e-7,0.000003097168,0.0004398144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06664898,"threshold_uncertainty_score":0.7591809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1504649969480426,"score_gpt":0.4482044501345286,"score_spread":0.2977394531864861,"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."}}