{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008067952,0.0002158146,0.0003186004,0.001377668,0.0004771022,0.0005762291,0.0004228018,0.0004500948,0.001300941],"category_scores_gemma":[0.00460908,0.0002346727,0.0002779478,0.001120495,0.0004446819,0.0005887196,0.0004904893,0.0003631069,0.0002015859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003834871,"about_ca_system_score_gemma":0.0004711405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001325038,"about_ca_topic_score_gemma":0.001280045,"domain_scores_codex":[0.9989653,0.0001975525,0.0001950203,0.000193869,0.0003091506,0.0001391403],"domain_scores_gemma":[0.995353,0.0006724166,0.003104971,0.0002417818,0.0003079529,0.0003198787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004350645,0.00002388091,0.9972299,0.0000178942,0.00001894767,0.001107748,0.0000383093,0.000010498,0.0000826384,0.00001004567,0.00006903063,0.001347613],"study_design_scores_gemma":[0.00001296962,0.0003725345,0.9657695,0.00003085774,0.00004865056,0.03256628,0.0004973244,0.0001713653,0.00018641,0.00002445846,0.0003115152,0.000008102861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985879,0.0007452889,0.0001119642,0.00002589456,0.000006103321,0.00002489783,0.0001118122,0.000005024977,0.0003810086],"genre_scores_gemma":[0.9994738,0.0002303724,0.00008091144,0.0000188882,0.00001608693,0.00001639754,0.0001331442,9.32546e-7,0.00002946543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001377668,"threshold_uncertainty_score":0.004352033,"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."}}