{"id":"W4410959197","doi":"10.1227/neu.0000000000003555","title":"In Reply: Surgical Adverse Events for Primary Tumors of the Spine and Their Impact on Outcomes","year":2025,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université Laval","funders":"","keywords":"Medicine; SPINE (molecular biology); Adverse effect; Primary (astronomy); Surgery; Internal medicine; Bioinformatics","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":[0.005760656,0.001379373,0.002343013,0.001347245,0.001436953,0.003077047,0.002886859,0.01522842,0.007235445],"category_scores_gemma":[0.05335952,0.000817987,0.001549949,0.001183648,0.001677008,0.004011724,0.001372932,0.01940188,0.004661148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738094,"about_ca_system_score_gemma":0.002715777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001858377,"about_ca_topic_score_gemma":0.001896648,"domain_scores_codex":[0.9968362,0.0008896695,0.0006953584,0.0004577611,0.0008187329,0.0003021919],"domain_scores_gemma":[0.9671189,0.01556499,0.002537352,0.0007278919,0.01193216,0.00211872],"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":[0.0001231509,0.00002187107,0.001340129,0.0002730853,0.00005306722,0.0004852588,0.00006182816,0.00005794332,0.00007851059,0.0002429753,0.9922209,0.005041121],"study_design_scores_gemma":[0.0005747692,0.0002579736,0.009779816,0.001926081,0.0004405744,0.005357098,0.001160036,0.001533532,0.001278788,0.004924548,0.9724535,0.000313138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001143785,0.004055255,0.0002918553,0.7908337,0.2023861,0.00003959804,0.0005683076,0.00009939777,0.000582087],"genre_scores_gemma":[0.009072093,0.005051533,0.0005852107,0.6354179,0.3455597,0.0001227738,0.0003013724,0.00008801984,0.003801319],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01522842,"threshold_uncertainty_score":0.0304656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485108299022495,"score_gpt":0.3016127207206411,"score_spread":0.2867616377304161,"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."}}