{"id":"W2300920474","doi":"","title":"Glaucoma Surgery in Boston Type 1 Keratoprothesis Patients at the University of Montreal Hospital Center","year":2015,"lang":"en","type":"article","venue":"2015 ASCRS ASOA Symposium and Congress","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Center (category theory); Medicine; Optometry; Glaucoma; University hospital; General surgery; Surgery; Ophthalmology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001852304,0.0001139025,0.000262145,0.00005818609,0.00005212766,0.000008706767,0.00005942553,0.00007472077,0.00006713635],"category_scores_gemma":[0.00004441228,0.00008606739,0.00006746151,0.0001338376,0.0001373076,0.00008145277,0.00007785586,0.00007376317,0.00001939474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005049275,"about_ca_system_score_gemma":0.00009671433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001547975,"about_ca_topic_score_gemma":0.000632123,"domain_scores_codex":[0.999228,0.0000690749,0.0001501138,0.0001816113,0.0001892617,0.000181953],"domain_scores_gemma":[0.9993458,0.00009385603,0.00007860081,0.0001932576,0.0001458247,0.0001425958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00108882,0.0002597825,0.9655997,0.00002340222,0.00002842731,0.00002867808,0.0005315969,7.028183e-7,0.00003279549,0.000009299201,0.02945917,0.002937642],"study_design_scores_gemma":[0.002032615,0.0002263789,0.9728299,0.00008704176,0.00005040508,0.00000642884,0.0005993995,0.00005785057,0.0002439263,0.00001719254,0.02370732,0.0001415117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937844,0.0005233,6.358685e-7,0.001081144,0.0003702786,0.0002618768,0.00001999266,0.00001314936,0.003945273],"genre_scores_gemma":[0.9980508,0.0002243371,0.000003140677,0.0001056807,0.00002126858,0.000001616315,0.00003888262,0.000009497763,0.001544788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007230252,"threshold_uncertainty_score":0.3509726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009304208451520732,"score_gpt":0.2052198313244384,"score_spread":0.1959156228729177,"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."}}