{"id":"W2114703151","doi":"10.1016/j.jcrs.2003.11.040","title":"Laser in situ keratomileusis for myopia and the contrast sensitivity function","year":2004,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Keratomileusis; Microkeratome; LASIK; Mesopic vision; Dioptre; Ophthalmology; Medicine; Photopic vision; Refractive error; Corneal topography; Contrast (vision); Optometry; Visual acuity; Optics; Retinal","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002111511,0.0001368313,0.0006130958,0.0002040157,0.00008506479,0.00002575328,0.00002054399,0.00008156466,0.00001274866],"category_scores_gemma":[0.001253489,0.00008763441,0.0003151488,0.0001867078,0.0001212,0.0003983215,0.00001144334,0.0003643678,0.000002864515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001143129,"about_ca_system_score_gemma":0.0003591155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001364118,"about_ca_topic_score_gemma":0.0001675435,"domain_scores_codex":[0.9988291,0.0001461672,0.0004714825,0.0001331592,0.0002178854,0.0002022217],"domain_scores_gemma":[0.9958901,0.003178877,0.0004189911,0.0001120629,0.0002855394,0.0001144599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1498433,0.00301827,0.3666611,0.0003514091,0.001717222,0.00175137,0.002234617,0.0004348381,0.03405457,0.0008212915,0.006972846,0.4321392],"study_design_scores_gemma":[0.008894263,0.00027889,0.9694672,0.0003467947,0.0003508665,0.0007278043,0.0008829841,0.00005065924,0.005813929,0.001572046,0.01141232,0.0002022533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927382,0.0006322218,0.001519071,0.004213457,0.0003832347,0.0002502712,0.000007723403,0.000006168314,0.0002495922],"genre_scores_gemma":[0.9976463,0.0004399702,0.00003600896,0.001534456,0.0002804857,0.000007273583,0.00001011177,0.00001292274,0.00003245293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6028061,"threshold_uncertainty_score":0.3573628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277542122140895,"score_gpt":0.2527071820325106,"score_spread":0.2399317608111016,"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."}}