{"id":"W1677407954","doi":"10.3171/2013.6.spine1311","title":"Circulatory collapse after topical application of vancomycin powder during spine surgery","year":2013,"lang":"en","type":"article","venue":"Journal of Neurosurgery Spine","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Anesthesia; Surgery; Circulatory collapse; Anaphylaxis; Vancomycin; Packed red blood cells; Blood transfusion; Allergy","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":[0.0002260162,0.0001556391,0.0006371205,0.0003617453,0.00003740978,0.00001371782,0.00005008348,0.00008429505,0.0001322773],"category_scores_gemma":[0.0001590826,0.0001226108,0.0003170342,0.0002796875,0.00004913403,0.0001441143,0.0000200967,0.0002248657,0.0000195287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007343856,"about_ca_system_score_gemma":0.0001134258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001998512,"about_ca_topic_score_gemma":0.000001122873,"domain_scores_codex":[0.9982643,0.00005058156,0.0009191336,0.0001583577,0.0003838083,0.0002238626],"domain_scores_gemma":[0.9986408,0.000076621,0.0004933186,0.0002697378,0.0002889151,0.0002306508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002477989,0.0007666496,0.8754715,0.0003604299,0.0001344746,0.0004744644,0.00004197376,0.00001803848,0.1159803,0.000008087039,0.001282692,0.00521352],"study_design_scores_gemma":[0.0008458945,0.0001793736,0.9880426,0.0002249542,0.00008781597,0.0008394002,0.000009205673,0.00002304614,0.0083617,0.0000339321,0.001264089,0.0000879962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972203,0.0005313499,0.00006735128,0.001341994,0.0005392787,0.0002073955,0.000001660675,0.00001572749,0.00007490963],"genre_scores_gemma":[0.9984549,0.0001052546,0.0002567712,0.0003895186,0.0004519155,0.00001037906,0.000003238683,0.00002559951,0.0003023702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1125711,"threshold_uncertainty_score":0.4999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524757664709769,"score_gpt":0.261152511470036,"score_spread":0.2459049348229383,"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."}}