{"id":"W2031826888","doi":"10.1097/ico.0b013e31815b7d50","title":"Femtosecond Laser-assisted Penetrating Keratoplasty","year":2008,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Femtosecond; Laser; Ophthalmology; Medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008175199,0.0001267157,0.000216699,0.00005499875,0.0001681225,0.00001133189,0.00004647311,0.00007368014,0.00143772],"category_scores_gemma":[0.0001478869,0.0001148535,0.0001046571,0.0002037518,0.00007394294,0.00006977106,0.00002429779,0.00016422,0.0002917467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002513228,"about_ca_system_score_gemma":0.0001351629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002340529,"about_ca_topic_score_gemma":0.00003568253,"domain_scores_codex":[0.9991455,0.00002401077,0.0002100913,0.0002283839,0.0001501999,0.0002418013],"domain_scores_gemma":[0.9993859,0.00009862822,0.00005200151,0.000231642,0.0000578857,0.0001739375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004011684,0.0004690598,0.9110659,0.00009371134,0.00006700294,0.000946742,0.0004337719,0.00001046278,0.008432593,0.0001692957,0.03408223,0.0438281],"study_design_scores_gemma":[0.001504588,0.0001999385,0.9638368,0.00004449152,0.00003294698,0.0008266643,0.0001456919,0.0002207372,0.004250477,0.00004736886,0.02867194,0.0002183561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473124,0.000240337,0.00005162533,0.0002020439,0.0002054958,0.0001341339,0.000004595799,0.0001139654,0.0517354],"genre_scores_gemma":[0.9940084,0.00003660992,0.0001965065,0.001076673,0.0001179476,0.00001147911,0.00003768662,0.00001727473,0.004497393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05277094,"threshold_uncertainty_score":0.9994751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04182715978736792,"score_gpt":0.2542717874453617,"score_spread":0.2124446276579938,"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."}}