{"id":"W4407676087","doi":"10.1227/neuprac.0000000000000127","title":"Adverse Events Within 24 hours After 1070 Adult Brain Tumor Surgeries Recovered in a Neurocritical Care Unit or a Postanesthesia Care Unit.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Neurointensive care; Medicine; Unit (ring theory); Intensive care unit; Adverse effect; Anesthesia; Intensive care medicine; Internal medicine; Psychology","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"],"consensus_categories":[],"category_scores_codex":[0.0001924215,0.0003341861,0.0005075134,0.0003116236,0.00009278366,0.00002686252,0.0001372207,0.0001261122,0.0000198921],"category_scores_gemma":[0.001543215,0.0002713831,0.0001234292,0.0006320398,0.0001278764,0.000107897,0.00004882318,0.0005215993,0.00001291951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001515771,"about_ca_system_score_gemma":0.0003379013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001172219,"about_ca_topic_score_gemma":0.0002168851,"domain_scores_codex":[0.997705,0.0004070923,0.0003908729,0.0004980591,0.0003390311,0.0006599235],"domain_scores_gemma":[0.9985968,0.0003541484,0.00005102359,0.000377017,0.0003726028,0.0002483746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007128275,0.0003991832,0.9597235,0.001628567,0.00006602471,0.01529515,0.006409099,0.0000212455,0.000205989,0.0002654976,0.0003264728,0.008530953],"study_design_scores_gemma":[0.003706473,0.0004558119,0.9755968,0.001414426,0.0001314775,0.0004914149,0.00999386,0.0000147791,0.004946783,0.00002446506,0.002830832,0.00039287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943662,0.000201776,0.000001567885,0.002482316,0.0007154128,0.001367749,0.00003350479,0.0001151173,0.0007163174],"genre_scores_gemma":[0.9927473,0.00001183939,0.0000626387,0.00305443,0.0001185332,0.001401146,0.00004332932,0.00005226165,0.002508507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01587326,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654869288060257,"score_gpt":0.2676554521033644,"score_spread":0.2511067592227619,"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."}}