{"id":"W4303982817","doi":"10.1007/s00417-022-05859-4","title":"Comment on: Clinical results of topography-guided laser-assisted in situ keratomileusis using the anterior corneal astigmatism axis and manifest refractive astigmatism axis","year":2022,"lang":"en","type":"letter","venue":"Graefe s Archive for Clinical and Experimental Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Electrik Box (Canada)","funders":"","keywords":"Keratomileusis; Astigmatism; Corneal topography; Ophthalmology; In situ; Laser; Cornea; Medicine; Optometry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079929,0.0007522266,0.0009637956,0.0006598551,0.001903428,0.00168252,0.001332321,0.03258899,0.004351989],"category_scores_gemma":[0.009219949,0.0004509118,0.001169794,0.0007299035,0.001720341,0.001922704,0.0006262718,0.01376434,0.003574002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003147074,"about_ca_system_score_gemma":0.001529044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004996611,"about_ca_topic_score_gemma":0.006214506,"domain_scores_codex":[0.998823,0.0002209481,0.0001885319,0.0001910885,0.0003273321,0.0002491563],"domain_scores_gemma":[0.9974759,0.001306813,0.0002746261,0.0001212607,0.0004576379,0.0003636734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006038393,0.0001295272,0.004202379,0.0001425354,0.00005939945,0.0574057,0.0004959199,0.0002515987,0.001051693,0.003361959,0.9218782,0.01041716],"study_design_scores_gemma":[0.000811343,0.0007528842,0.01791613,0.0005272144,0.0002625195,0.07191606,0.002103713,0.003762598,0.002828547,0.01370446,0.8850733,0.00034106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007272833,0.0008724008,0.0002858404,0.9484876,0.03543281,0.00003955438,0.0002301296,0.00009504006,0.007283674],"genre_scores_gemma":[0.05353634,0.001119997,0.0007261629,0.8614038,0.06876832,0.00008607532,0.0001599015,0.00006833709,0.01413123],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03258899,"threshold_uncertainty_score":0.02283376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287745655204596,"score_gpt":0.4140796771166711,"score_spread":0.2853051115962115,"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."}}