{"id":"W2599249056","doi":"10.18632/oncotarget.16773","title":"Genetic landscape of extreme responders with anaplastic oligodendroglioma","year":2017,"lang":"en","type":"article","venue":"Oncotarget","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; McGill University Health Centre","funders":"National Cancer Institute; NRG Oncology","keywords":"Medicine; Oncology; Genotyping; Internal medicine; Genotype; Allele; Oligodendroglioma; Glioma; Cancer research; Genetics; Biology; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000560665,0.0001395627,0.0002999498,0.0001184735,0.000117351,0.00002646777,0.0001233443,0.00005304676,0.0002858292],"category_scores_gemma":[0.00006488017,0.0000959211,0.0000719819,0.00006874774,0.00009997982,0.00005455036,0.00003482077,0.00005950362,0.00005410443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002721103,"about_ca_system_score_gemma":0.00008183248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008496569,"about_ca_topic_score_gemma":0.0001201333,"domain_scores_codex":[0.9991363,0.00001477642,0.0001638917,0.0002183143,0.000257735,0.0002089478],"domain_scores_gemma":[0.998924,0.00004420783,0.0001537763,0.0006622613,0.00007510016,0.0001406311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006359585,0.0003698471,0.9899058,0.00004878538,0.0001781327,0.001029256,0.00009328136,0.00002296531,0.004192496,0.0001394127,0.002639648,0.0007443745],"study_design_scores_gemma":[0.003772529,0.001256121,0.9845067,0.0001436211,0.00020526,0.0001685903,0.00005158002,0.0002580633,0.006838911,0.00004648629,0.002640138,0.0001119526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905043,0.0005143178,0.00003220585,0.0006730552,0.00008168362,0.0001957908,0.00001227469,0.00002210047,0.007964287],"genre_scores_gemma":[0.9965311,0.00005301404,0.00287894,0.00005825051,0.00007266906,0.00002048524,0.000009111318,0.00002223136,0.0003541649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007610123,"threshold_uncertainty_score":0.3911549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548674092946705,"score_gpt":0.2688947526286761,"score_spread":0.2434080116992091,"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."}}