{"id":"W2105187733","doi":"10.1016/j.jcrs.2008.08.013","title":"Laser in situ keratomileusis buttonhole: Classification and management algorithm","year":2008,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Keratomileusis; Dioptre; LASIK; Visual acuity; Microkeratome; Ophthalmology; Surgery; Photorefractive keratectomy; Retrospective cohort study","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":[],"consensus_categories":[],"category_scores_codex":[0.0006735965,0.0001547903,0.0005201321,0.0005463189,0.00007414015,0.00001440603,0.0000441782,0.00008554081,0.00005245258],"category_scores_gemma":[0.0001538078,0.0001311678,0.0001896684,0.0003729476,0.00008083865,0.0004863777,0.00002315628,0.0003680397,0.0000146689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372125,"about_ca_system_score_gemma":0.0001902218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003164575,"about_ca_topic_score_gemma":0.000007408844,"domain_scores_codex":[0.9985279,0.00009160714,0.0006105228,0.0001829482,0.0003690441,0.0002179781],"domain_scores_gemma":[0.9985328,0.0004778161,0.0004449855,0.0001634028,0.0001988377,0.0001822051],"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":[0.001327836,0.001041376,0.3695182,0.0000864162,0.0002760668,0.004637037,0.0003637976,0.000004694738,0.001900184,0.00001376774,0.008036254,0.6127943],"study_design_scores_gemma":[0.0008070217,0.00007238167,0.9679079,0.0001787437,0.0000835169,0.001140887,0.0004390394,0.0000749825,0.001419754,0.00005442378,0.02767927,0.0001420735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950527,0.0009096906,0.0003021589,0.00110714,0.0002466155,0.0001394899,0.00000433765,0.000009579137,0.002228266],"genre_scores_gemma":[0.98976,0.00867786,0.0004883127,0.0006034294,0.0001525766,0.000006128575,0.00001860178,0.00001613245,0.0002769218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6126523,"threshold_uncertainty_score":0.5348867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102246947730413,"score_gpt":0.2754067730925279,"score_spread":0.2443843036152238,"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."}}