{"id":"W2096791202","doi":"10.1093/neuonc/not246","title":"Adult pilocytic astrocytomas: clinical features and molecular analysis","year":2014,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center","keywords":"Medicine; Pilocytic astrocytoma; Biopsy; Gene duplication; Internal medicine; Fluorescence in situ hybridization; Oncology; Pathology; Astrocytoma; Cancer research; Glioma; Biology; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002004323,0.000169047,0.0006974872,0.0001973651,0.00005147895,0.00001546988,0.00006895723,0.0001893987,0.0000512201],"category_scores_gemma":[0.0005980443,0.000131299,0.0002501891,0.0002894238,0.000132528,0.00002227586,0.00006387762,0.000257873,0.00003938658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006548839,"about_ca_system_score_gemma":0.00006927533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002575889,"about_ca_topic_score_gemma":0.00006435333,"domain_scores_codex":[0.9985015,0.0002772442,0.0003397042,0.0004516676,0.0001679333,0.0002619603],"domain_scores_gemma":[0.9985248,0.0006133094,0.0001140616,0.0003627929,0.0001015678,0.0002834898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001005342,0.00294079,0.6985445,0.0000648518,0.003453346,0.003528517,0.0001775461,0.0000600506,0.08939928,0.004026757,0.01523144,0.1815676],"study_design_scores_gemma":[0.02017261,0.01728559,0.7837686,0.00003806518,0.01310154,0.001076023,0.000117464,0.002799041,0.04827902,0.000402572,0.1125031,0.0004563888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897163,0.0002306333,0.0002028933,0.006246861,0.0001827827,0.0002320763,0.000003679896,0.0000565526,0.003128229],"genre_scores_gemma":[0.990724,0.0001311143,0.001122393,0.007776416,0.0001569624,0.00003910709,0.00001980971,0.0000180294,0.00001212261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1811112,"threshold_uncertainty_score":0.535422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728870012595955,"score_gpt":0.3341513987799334,"score_spread":0.3168626986539738,"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."}}