{"id":"W3030238922","doi":"10.3760/cma.j.issn.1001-2346.2015.03.003","title":"The clinical research of perioperative neurocognitive dysfunction in brain tumor patients","year":2015,"lang":"en","type":"article","venue":"Chin J Neurol","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Medicine; Neurocognitive; Cognition; Brain tumor; Postoperative cognitive dysfunction; Pathological; Cognitive decline; Cognitive impairment; Internal medicine; Surgery; Pathology; Dementia; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053317,0.00008545144,0.0001630645,0.00007409755,0.0001274951,0.00001700062,0.00009600579,0.00003432534,0.0000095271],"category_scores_gemma":[0.001710177,0.00005399928,0.00005704511,0.000290955,0.0002208147,0.00005346506,0.00004846001,0.0004400632,0.00007524207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003782227,"about_ca_system_score_gemma":0.0002020324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004639668,"about_ca_topic_score_gemma":0.00003980647,"domain_scores_codex":[0.998556,0.0003979941,0.0003140384,0.0002265483,0.0003228687,0.0001825431],"domain_scores_gemma":[0.99861,0.0005381663,0.00005750087,0.0002182277,0.0004719389,0.0001042057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007198351,0.005762831,0.9304374,0.00004761901,0.00007974286,0.0002912883,0.005466291,0.00002955268,0.0023536,0.009178981,0.004180802,0.03497349],"study_design_scores_gemma":[0.005034285,0.003682008,0.9852464,0.00003100893,0.00001948137,0.00002440695,0.0003374588,0.0002915266,0.0004882044,0.0008765486,0.003903948,0.00006468704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987935,0.00002457871,0.000007993457,0.005176438,0.0001985109,0.0008355687,0.000006607383,0.00001557355,0.005799701],"genre_scores_gemma":[0.998337,0.000009563829,0.00001912653,0.0007586774,0.0001094974,0.00008402787,0.00001512546,0.00001270707,0.0006543043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05480898,"threshold_uncertainty_score":0.2202027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170806247886737,"score_gpt":0.4042632981716994,"score_spread":0.2871826733830257,"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."}}