{"id":"W3153732611","doi":"10.1177/10935266211009101","title":"Pediatric Glial Tumors","year":2021,"lang":"en","type":"article","venue":"Pediatric and Developmental Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Glioma; Oligodendroglial Tumor; Pathology; Immunohistochemistry; Medicine; Oligodendroglioma; Astrocytoma; Cancer research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001528262,0.0006362151,0.0004404381,0.0009852955,0.00062002,0.0008427239,0.0003089239,0.0005942389,0.007726945],"category_scores_gemma":[0.0007155843,0.0001776945,0.0003039101,0.001087227,0.0004485648,0.0007139181,0.0007808581,0.001111144,0.003691402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005942397,"about_ca_system_score_gemma":0.001079738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797811,"about_ca_topic_score_gemma":0.003378001,"domain_scores_codex":[0.999755,0.0000208043,0.00002324583,0.00004119012,0.00008463707,0.00007517848],"domain_scores_gemma":[0.9996949,0.00003779137,0.00009868106,0.00002205407,0.00007467729,0.00007179932],"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":[0.0003086449,0.00007612251,0.07003161,0.001367105,0.0001157684,0.1160221,0.0008203828,0.001222783,0.01943856,0.02891573,0.0718149,0.6898662],"study_design_scores_gemma":[0.00001857586,0.00008589737,0.03145161,0.0005118604,0.00007070248,0.5019408,0.0005616012,0.0003543377,0.004943838,0.004668474,0.4553628,0.00002942184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.256742,0.2406019,0.06757172,0.008687118,0.003408536,0.0005842523,0.007580201,0.002288439,0.4125358],"genre_scores_gemma":[0.7910908,0.1220565,0.03115164,0.003234816,0.00147395,0.0003139275,0.005405913,0.0004379248,0.04483442],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007726945,"threshold_uncertainty_score":0.02584916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238285247886163,"score_gpt":0.2412435642084098,"score_spread":0.2288607117295481,"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."}}