{"id":"W2910549845","doi":"10.1097/aap.0000000000000178","title":"Neurological Complications Related to Elective Orthopedic Surgery","year":2015,"lang":"en","type":"review","venue":"Regional Anesthesia & Pain Medicine","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network; University of Toronto; Women's College Hospital; Toronto Western Hospital","funders":"","keywords":"Medicine; Orthopedic surgery; Elbow; Shoulder surgery; Surgery; Arthroscopy; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005848337,0.0009117059,0.003867322,0.0009456836,0.0001818059,0.00001608414,0.0004380271,0.0006103255,0.00024863],"category_scores_gemma":[0.0004796431,0.0006099131,0.0008066187,0.001913646,0.0004596819,0.00004512082,0.00002146359,0.000921862,0.0008528412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426879,"about_ca_system_score_gemma":0.0008556793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002923832,"about_ca_topic_score_gemma":0.00000155812,"domain_scores_codex":[0.9932199,0.002142346,0.001472499,0.001154594,0.001284758,0.0007259506],"domain_scores_gemma":[0.9940138,0.002913706,0.000567963,0.001034297,0.0004210208,0.001049244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001002573,0.000272499,0.00138032,0.005253577,0.0003254445,0.001984826,0.0001212776,0.00000161614,1.067397e-7,0.00246866,0.7626089,0.2254825],"study_design_scores_gemma":[0.0003259759,0.0009432469,0.002089421,0.01288554,0.001562921,0.005089442,0.00004423872,0.00003566131,5.367603e-9,0.0003596865,0.9761479,0.0005159379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004952884,0.7615007,0.0001898004,0.2353034,0.000008788902,0.002398118,9.936605e-8,0.0002758539,0.0002737],"genre_scores_gemma":[0.000005690374,0.7685242,0.0002122257,0.2259472,0.0004696256,0.0005333165,0.0007335946,0.0001251264,0.003448947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2249666,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121093307311831,"score_gpt":0.3558091140061644,"score_spread":0.2436997832749812,"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."}}