{"id":"W2128448051","doi":"10.1016/j.clae.2010.08.009","title":"Soft toric contact lens prescribing in different countries","year":2010,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Lens (geology); Astigmatism; Optometry; Medicine; Ophthalmology; Optics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001605152,0.0003431135,0.0007113687,0.0001458286,0.0001227334,0.0001341949,0.0001048086,0.0001953918,0.0002167698],"category_scores_gemma":[0.00007294775,0.0002641943,0.0001564898,0.00008802897,0.0000537056,0.0004152594,0.00007518827,0.0005570819,0.00002846193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005568541,"about_ca_system_score_gemma":0.00008191092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002787967,"about_ca_topic_score_gemma":0.0007191757,"domain_scores_codex":[0.9983793,0.00003596236,0.000412026,0.0004302596,0.0002293152,0.0005130901],"domain_scores_gemma":[0.9991785,0.00007899248,0.0001027768,0.000398108,0.00008137527,0.0001602315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002742918,0.0001298184,0.6989129,0.0001334337,0.00006221269,0.000232123,0.0004964364,4.393547e-8,0.2964694,0.001052362,0.00004072191,0.002196322],"study_design_scores_gemma":[0.003415303,0.0006376944,0.9300252,0.0006334991,0.0001111598,0.00003269109,0.0003561826,0.0001190133,0.006367162,0.0000193825,0.05789183,0.0003908834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947063,0.001514251,0.00005663993,0.001285464,0.0006982845,0.0004484004,0.00002906377,0.00008252921,0.001179051],"genre_scores_gemma":[0.9966346,0.0009517866,0.00003331775,0.000959888,0.0002986444,0.0000193339,0.00001409652,0.00004068895,0.001047641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2901022,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263555186160922,"score_gpt":0.2497987838450597,"score_spread":0.2371632319834505,"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."}}