{"id":"W3093464183","doi":"10.1093/neuros/nyaa329","title":"Ependymoma and Chordoma","year":2020,"lang":"en","type":"review","venue":"Neurosurgery","topic":"Bone Tumor Diagnosis and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ependymoma; Brachyury; Chordoma; Pathology; Medicine; Histology; Immunohistochemistry; Pathogenesis; Molecular pathology; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005254378,0.0003726099,0.002065218,0.0001182031,0.00004272386,0.00003388584,0.00004835777,0.0001410525,0.000092849],"category_scores_gemma":[0.0001303706,0.0002737971,0.0004801254,0.0002118301,0.0000434067,0.00003139558,0.0000731201,0.0003309993,0.0002887975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002896931,"about_ca_system_score_gemma":0.00016222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004851388,"about_ca_topic_score_gemma":2.764128e-7,"domain_scores_codex":[0.9986057,0.00006907048,0.0004121161,0.0005034678,0.0001857274,0.0002239365],"domain_scores_gemma":[0.9989305,0.0002933189,0.0001683486,0.0003049142,0.00001513822,0.0002877574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006703798,0.00009924007,0.0003399846,0.006277069,0.0001140062,0.01315645,0.00000272331,1.029576e-9,7.404626e-8,0.00002350571,0.005451073,0.9745291],"study_design_scores_gemma":[0.0002322401,0.0001037214,0.0008094014,0.004831797,0.001342953,0.004975788,4.277985e-7,5.022316e-7,6.588064e-7,0.000003837054,0.9875313,0.0001673586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001247347,0.9972814,1.624249e-7,0.0002414163,0.0003689105,0.0005329672,0.00003972789,0.00008659523,0.001324057],"genre_scores_gemma":[0.00007856092,0.998262,0.00002204554,0.0004128996,0.0002521028,0.0001088469,0.00007561276,0.00008999839,0.0006978751],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9820802,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07009669945842066,"score_gpt":0.3405792190522506,"score_spread":0.2704825195938299,"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."}}