{"id":"W2162329805","doi":"10.1001/archopht.126.6.822","title":"Femtosecond Laser Top Hat Penetrating Keratoplasty","year":2008,"lang":"en","type":"article","venue":"Archives of Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Femtosecond; Intraocular pressure; Cornea; Ophthalmology; Laser; Medicine; Surgery; Optics","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":[0.00005039148,0.0001120455,0.0002894509,0.0001013662,0.00007883898,0.000001877589,0.00006778437,0.0000541478,0.001156818],"category_scores_gemma":[0.0001278108,0.0001008989,0.0001224851,0.00008510833,0.0002784065,0.00004332756,0.00004984291,0.0001429698,0.00002747893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003461202,"about_ca_system_score_gemma":0.00008762785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004632432,"about_ca_topic_score_gemma":0.000001435628,"domain_scores_codex":[0.9991767,0.00005528485,0.0002410003,0.0002089692,0.00008424835,0.0002337669],"domain_scores_gemma":[0.9991856,0.0004064702,0.00007260987,0.0002139436,0.00001693034,0.0001045029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004616962,0.0002489316,0.9793062,0.0000801259,0.00005495463,0.00226592,0.0007051046,0.00001710162,0.01257153,0.0003284496,0.0002471663,0.003712825],"study_design_scores_gemma":[0.001024743,0.0005885496,0.9638085,0.00004624781,0.00001711081,0.02106928,0.0001534341,0.00008244121,0.01136426,0.001174025,0.0005355147,0.0001358404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8351898,0.0001780575,0.00002193964,0.0001614189,0.00008322849,0.00009937552,0.000004547427,0.00001514637,0.1642465],"genre_scores_gemma":[0.9956971,0.00002594332,0.001056122,0.0001154118,0.00005032187,0.000007662849,0.00002060911,0.00001187051,0.003014892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1612316,"threshold_uncertainty_score":0.9997563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0296729691169212,"score_gpt":0.2746164842871677,"score_spread":0.2449435151702465,"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."}}