{"id":"W1973250049","doi":"10.1007/s10143-009-0191-7","title":"Brain tumors and epilepsy: pathophysiology of peritumoral changes","year":2009,"lang":"en","type":"review","venue":"Neurosurgical Review","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":175,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Epilepsy; Pathophysiology; Pathology; Neuroscience; Neurosurgery; Lesion; Disease; Central nervous system; Internal medicine; Surgery; Psychology; Psychiatry","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":[0.0004166795,0.001192213,0.001669743,0.002393247,0.0002674984,0.001048691,0.00102542,0.001262211,0.002377866],"category_scores_gemma":[0.0005868261,0.0002605442,0.0004079908,0.003190349,0.0006714051,0.001725913,0.0007520127,0.001403964,0.002032152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006373473,"about_ca_system_score_gemma":0.001397742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392557,"about_ca_topic_score_gemma":0.002985453,"domain_scores_codex":[0.9998522,0.00002070648,0.00003036376,0.00002681121,0.00005497369,0.00001496273],"domain_scores_gemma":[0.9997522,0.0001122453,0.00004339096,0.000007230255,0.00005932267,0.00002552266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001167294,0.00007549123,0.0003029329,0.01422284,0.0001024365,0.001108064,0.00007380116,0.0003392352,0.003145584,0.002900527,0.0385896,0.9390228],"study_design_scores_gemma":[0.00003545947,0.00008356816,0.001714709,0.003171484,0.0001498943,0.006938931,0.0001403678,0.00009912746,0.000505332,0.002878767,0.9842503,0.00003207856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008994586,0.9986988,0.00009202021,0.000182364,0.0001994638,0.000003276234,0.00001039964,0.000004807777,0.0007188526],"genre_scores_gemma":[0.0004325069,0.9988142,0.0001111453,0.0001200627,0.0002115857,0.000003293979,0.00001517223,6.178989e-7,0.0002912738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002393247,"threshold_uncertainty_score":0.007954776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238375816699658,"score_gpt":0.4204872758653218,"score_spread":0.296649694195356,"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."}}