{"id":"W2532488083","doi":"10.1017/cjn.2016.343","title":"OS13 - 175 Genetic Profiling of Radiation Induced Meningiomas","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Princess Margaret Cancer Centre","funders":"","keywords":"Meningioma; Biology; Comparative genomic hybridization; Exome sequencing; DNA methylation; Exome; Genetics; Methylation; Copy-number variation; Cancer research; Gene; Chromosome; Genome; Pathology; Medicine; Mutation; Gene expression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001467038,0.0001547697,0.0002046187,0.002004907,0.0002254396,0.0003405114,0.0001406038,0.0002416414,0.001570174],"category_scores_gemma":[0.000393461,0.00008776916,0.0001826318,0.001143459,0.0001286988,0.00006809273,0.0002017382,0.000125377,0.000364413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003857601,"about_ca_system_score_gemma":0.0003270747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005070117,"about_ca_topic_score_gemma":0.009213666,"domain_scores_codex":[0.9998567,0.00001032634,0.00001398554,0.0000285164,0.00006419013,0.00002620436],"domain_scores_gemma":[0.9998509,0.0000197088,0.00004363378,0.000008534809,0.00004750439,0.00002965944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001029415,0.00007765126,0.4105929,0.0001607421,0.0001402022,0.003759811,0.0002616852,0.000704604,0.5505481,0.0002484374,0.0009481889,0.03152821],"study_design_scores_gemma":[0.00001795459,0.0003721141,0.9155622,0.00002130991,0.0001100906,0.004896836,0.0002788795,0.0008760729,0.07128985,0.0001624172,0.006400309,0.00001200669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993472,0.0007167364,0.0006619672,0.00003818169,0.000008406239,0.00003705054,0.00295857,0.00003718413,0.00206998],"genre_scores_gemma":[0.9897389,0.0008670769,0.002105676,0.00005954262,0.000008075026,0.00004113037,0.004546752,0.00002609275,0.002606909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005070117,"threshold_uncertainty_score":0.01008123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04848092269667884,"score_gpt":0.2800666249191657,"score_spread":0.2315857022224868,"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."}}