{"id":"W2606754847","doi":"10.1177/2192568216688196","title":"Perioperative Vision Loss in Cervical Spinal Surgery","year":2017,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Perioperative; Surgery; Blindness; Complication; Medical record; General surgery; Optometry","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":[0.0004525107,0.0001742238,0.0003893555,0.00005692526,0.0004681621,0.0002331186,0.0001508019,0.00009116226,0.00009649334],"category_scores_gemma":[0.0004037203,0.0001273076,0.0001539764,0.00007495823,0.0001627715,0.0001999397,0.00005411146,0.000516396,0.00006782293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855364,"about_ca_system_score_gemma":0.0001995288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005158981,"about_ca_topic_score_gemma":0.00001020027,"domain_scores_codex":[0.9986863,0.0000967662,0.0003047863,0.0002082227,0.0003493269,0.0003546005],"domain_scores_gemma":[0.9991904,0.000009308584,0.0001313321,0.0002546691,0.0001574446,0.0002567775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007062404,0.0006244864,0.8742497,0.00008946375,0.00004681155,0.01654373,0.0001056264,0.00002087395,0.004331538,0.0009604071,0.001340175,0.100981],"study_design_scores_gemma":[0.001376473,0.0009317178,0.9836335,0.0007553413,0.00001921592,0.009038188,0.00002222742,0.0001188715,0.0007842684,0.00005807518,0.003128242,0.0001338609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882563,0.0002040658,0.0001309622,0.006699374,0.0009715133,0.0001105457,0.000001670473,0.00001605307,0.003609497],"genre_scores_gemma":[0.9976061,0.0001083186,0.0004217354,0.0002978678,0.001314402,0.00000277461,0.000001377526,0.00001018277,0.0002372428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1093838,"threshold_uncertainty_score":0.5191452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076669371593243,"score_gpt":0.3551161548627232,"score_spread":0.3343494611467908,"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."}}