{"id":"W4379348294","doi":"10.1017/cjn.2023.200","title":"P.110 The use of 5-Aminolevulinic acid (5-ALA) in high-grade glioma surgery, a single Canadian center experience","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":"Université de Moncton; Moncton Hospital","funders":"","keywords":"Medicine; Glioma; Single Center; Adverse effect; Surgery; Resection; Log-rank test; Pathological; Survival analysis; Internal medicine","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":[0.000328273,0.0003541656,0.0002168804,0.0003042801,0.0009620159,0.0005947174,0.0004875182,0.0003149915,0.001831698],"category_scores_gemma":[0.0008255859,0.0001290951,0.0003572428,0.0007597552,0.0005318664,0.0001749516,0.0003347653,0.0004791652,0.0004510926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004615054,"about_ca_system_score_gemma":0.009960305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3284421,"about_ca_topic_score_gemma":0.595423,"domain_scores_codex":[0.9997466,0.00002511085,0.00001607683,0.00002817076,0.0001106156,0.00007346297],"domain_scores_gemma":[0.999419,0.00004935145,0.00009432808,0.00002889015,0.0001515028,0.0002569177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002241627,0.001062063,0.5646968,0.0008627616,0.0003571649,0.02714094,0.00293326,0.001349889,0.02350846,0.001018378,0.0208022,0.3540265],"study_design_scores_gemma":[0.0006044592,0.007583675,0.7905888,0.0004542794,0.0004837099,0.1064542,0.003868747,0.001183065,0.01436948,0.0004579317,0.0738028,0.0001487178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742044,0.00727482,0.0009460766,0.001524753,0.0001128461,0.0002238289,0.0004183404,0.00005032351,0.0152446],"genre_scores_gemma":[0.9864691,0.007488717,0.001051513,0.0008620041,0.00009816986,0.00003658993,0.0005786893,0.00003796255,0.003377096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3284421,"threshold_uncertainty_score":0.6530607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210634362162082,"score_gpt":0.2973329858737017,"score_spread":0.1762695496574935,"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."}}