{"id":"W2944579145","doi":"10.1093/neuros/nyz141","title":"Laser Ablation of Abnormal Neurological Tissue Using Robotic Neuroblate System (LAANTERN): Procedural Safety and Hospitalization","year":2019,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Ablation; Lesion; Intensive care unit; Adverse effect; Surgery; Prospective cohort study; Medical record; Retrospective cohort study; Internal medicine","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":[0.0009601022,0.0001070886,0.0002282032,0.0003733725,0.0002688302,0.0003940295,0.0002058923,0.0001351266,0.0008620615],"category_scores_gemma":[0.002804644,0.00007080221,0.0003874054,0.0002844461,0.0002434923,0.0002519781,0.0002692991,0.0002806208,0.0001516133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004051112,"about_ca_system_score_gemma":0.0004431473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004949303,"about_ca_topic_score_gemma":0.0009744611,"domain_scores_codex":[0.9993047,0.0001228397,0.0001224745,0.0001141974,0.0002633042,0.00007259342],"domain_scores_gemma":[0.9957265,0.001000961,0.002511135,0.000290713,0.0002543695,0.0002163614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006373698,0.00009680816,0.9721748,0.0000596519,0.000105991,0.0006487559,0.00009501506,0.0003562812,0.003235027,0.00003517278,0.0002274581,0.02232756],"study_design_scores_gemma":[0.00002105487,0.001598849,0.9859146,0.00001527683,0.0000740684,0.00788371,0.0001097386,0.001247454,0.002311031,0.00004545024,0.0007658534,0.00001284776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985282,0.0002007661,0.0006151589,0.00002283064,0.000002413213,0.0000145217,0.0001453035,0.00001176349,0.0004590109],"genre_scores_gemma":[0.9992372,0.00009898916,0.0002698984,0.00002626599,0.000007517383,0.0000144819,0.0002454252,0.000004151335,0.00009616389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009601022,"threshold_uncertainty_score":0.005077541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126287572361331,"score_gpt":0.2375889731363077,"score_spread":0.2249602159001746,"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."}}