{"id":"W4379279986","doi":"10.1017/cjn.2023.201","title":"P.111 5-ALA guided surgical resection of newly diagnosed high grade gliomas at Health Sciences North (HSN) in Sudbury, Ontario","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Sudbury","funders":"","keywords":"Medicine; Glioma; Surgery; Resection; Surgical resection; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001570842,0.0001547256,0.0001187227,0.0003683929,0.001093684,0.0005211061,0.0004064163,0.0001825444,0.002112915],"category_scores_gemma":[0.0004677121,0.0001463598,0.0001738658,0.0006214897,0.0005772318,0.000116742,0.0003492115,0.0001970029,0.00028855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008640697,"about_ca_system_score_gemma":0.009670852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8319754,"about_ca_topic_score_gemma":0.9500444,"domain_scores_codex":[0.999796,0.00001177898,0.00001299341,0.00003844643,0.00006774169,0.0000731008],"domain_scores_gemma":[0.999383,0.00003880355,0.0002159974,0.00001879806,0.0001476339,0.000195813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001486384,0.00003306513,0.9844773,0.00007189795,0.00002434067,0.002071802,0.0007441385,0.00008812382,0.001924364,0.00004560421,0.001543951,0.008826733],"study_design_scores_gemma":[0.000007058558,0.0001149994,0.9957303,0.00002120711,0.00001099357,0.001329377,0.0006638482,0.00008350223,0.0002298219,0.00001202531,0.001791683,0.000005135793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938698,0.0005883882,0.0001272405,0.0003070357,0.00001381631,0.00006418881,0.0009507518,0.000009029936,0.004069657],"genre_scores_gemma":[0.9958702,0.0005718364,0.0002069744,0.0001815627,0.00001847104,0.00001858052,0.0005572099,0.000004358056,0.002570805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1680246,"threshold_uncertainty_score":0.3380282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06008504490765697,"score_gpt":0.3071383728501019,"score_spread":0.2470533279424449,"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."}}