{"id":"W2611615391","doi":"10.1007/978-3-319-49386-2_23","title":"Recognizing and Mitigating Risk of Ophthalmic Regional Anesthesia","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Anesthesia","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":[0.0002572572,0.0001964091,0.0004970076,0.00009205803,0.0001096269,0.00001220951,0.00005194079,0.0002736497,0.0006254597],"category_scores_gemma":[0.0001009629,0.0001624648,0.0001736909,0.000003736542,0.0002065729,0.00004058099,0.00001708632,0.0003343213,0.00002801658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001109949,"about_ca_system_score_gemma":0.0000807976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005208943,"about_ca_topic_score_gemma":0.000002738444,"domain_scores_codex":[0.9991562,0.00001507543,0.0002728461,0.0002443125,0.0001865503,0.0001250393],"domain_scores_gemma":[0.9989236,0.0001589281,0.0003876578,0.000334168,0.0001158278,0.00007983013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002123854,0.000217276,0.06363451,0.007497829,0.006504561,0.02011686,0.002790918,0.000001880163,0.006779082,0.2776159,0.04444329,0.5682741],"study_design_scores_gemma":[0.003126583,0.001256129,0.02662897,0.02224891,0.00401064,0.03580411,0.0002562178,0.0001191439,0.008406438,0.06043285,0.8353813,0.002328664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07703159,0.001973713,0.000009560269,0.0005917411,0.0000535028,0.000229994,0.000004907627,0.00002963031,0.9200754],"genre_scores_gemma":[0.09524388,0.001792607,0.003324754,0.0004651639,0.0004251246,0.000003237892,0.00005328437,0.00007226035,0.8986197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7909381,"threshold_uncertainty_score":0.6848345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080750254292303,"score_gpt":0.2633190410079359,"score_spread":0.2225115384650128,"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."}}