{"id":"W4403845231","doi":"10.1017/cjn.2024.332","title":"Molecular Testing of Central Nervous System Tumours: Recommendations of the Canadian Association of Neuropathologists","year":2024,"lang":"en","type":"review","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":"Hospital for Sick Children; Vancouver General Hospital; London Health Sciences Centre; Centre Hospitalier de l’Université de Montréal; University Health Network","funders":"","keywords":"Association (psychology); Medicine; Neuroscience; Biology; Psychology","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":[0.03095283,0.001891717,0.00279303,0.01316264,0.00314784,0.004342305,0.006926712,0.008727742,0.004771475],"category_scores_gemma":[0.02990471,0.001258985,0.003103108,0.0110922,0.004492111,0.00458337,0.002845652,0.01105827,0.004851638],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02128031,"about_ca_system_score_gemma":0.1238505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3608753,"about_ca_topic_score_gemma":0.4427155,"domain_scores_codex":[0.9862438,0.002811896,0.002778719,0.000710981,0.006183013,0.001271627],"domain_scores_gemma":[0.9308848,0.005144261,0.002619176,0.001040575,0.05688543,0.003425678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005353268,0.00005121167,0.0005019239,0.004979921,0.00005668799,0.0002709581,0.0003039159,0.0001758751,0.000592994,0.003816272,0.8220524,0.1671443],"study_design_scores_gemma":[0.00003027969,0.00002004265,0.001271689,0.00739193,0.00008479306,0.0003181045,0.0001735658,0.000055441,0.0001517988,0.001341889,0.9891199,0.00004060903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005205159,0.6243235,0.003182847,0.3148058,0.03271021,0.001195156,0.001724217,0.0002784655,0.02125933],"genre_scores_gemma":[0.005080675,0.8296258,0.02544002,0.1023067,0.006362915,0.00113012,0.004987733,0.0001303789,0.02493563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9787197,"threshold_uncertainty_score":0.7175496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06545326683825115,"score_gpt":0.3150543306820839,"score_spread":0.2496010638438328,"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."}}