{"id":"W2771861476","doi":"10.1097/ico.0000000000001485","title":"Comparison of Sulfur Hexafluoride (SF6) and Air Tamponade in Noniridectomized Descemet Membrane Endothelial Keratoplasty","year":2017,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Sulfur hexafluoride; Tamponade; Descemet membrane; Ophthalmology; Medicine; Chemistry; Cornea","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":[0.0003551675,0.0001821076,0.0007341295,0.0001196479,0.0001275162,0.00002623911,0.0001335592,0.0001066883,0.000166003],"category_scores_gemma":[0.000802785,0.000163966,0.000102843,0.00008342395,0.0002227732,0.000119871,0.00009179764,0.0002223997,0.00001770311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000302528,"about_ca_system_score_gemma":0.0001352387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000508178,"about_ca_topic_score_gemma":0.0005505566,"domain_scores_codex":[0.9987161,0.00005413308,0.0004395528,0.0002995207,0.0002073367,0.0002833259],"domain_scores_gemma":[0.9987612,0.0002826673,0.0002223178,0.0005066865,0.00006236193,0.0001648085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003681999,0.0003541764,0.919623,0.0001657097,0.00004133153,0.0000748756,0.0003599884,0.00001838686,0.06374137,0.0001913144,0.0006010475,0.01114682],"study_design_scores_gemma":[0.01330209,0.0002921998,0.7982301,0.0002607355,0.00009960226,0.00005393781,0.0002976851,0.001197917,0.1788033,0.0001946619,0.006957578,0.0003101453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947658,0.0003865953,0.00006532373,0.0004737798,0.0002687897,0.0003308843,0.00002462546,0.00003056901,0.003653693],"genre_scores_gemma":[0.9990107,0.00009955375,0.0001894442,0.0001765657,0.00007963096,0.00001565988,0.00001692737,0.00001968937,0.0003918315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1213928,"threshold_uncertainty_score":0.6686338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082953482502997,"score_gpt":0.3334069372875844,"score_spread":0.2925774024625544,"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."}}