{"id":"W3082995463","doi":"10.22541/au.158978357.71667990","title":"Treatment response of CNS high-grade neuroepithelial tumors with MN1 alteration","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation","funders":"","keywords":"Radiation therapy; Medicine; Neuroepithelial cell; Chemotherapy; Cyberknife; Radiosurgery; Oncology; Radiology; Internal medicine; Biology; Stem cell","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":[0.0001509295,0.00009872967,0.0002442268,0.0001299572,0.0001123611,0.0001418776,0.0001114991,0.0001284781,0.0006519274],"category_scores_gemma":[0.0004487181,0.00003201183,0.00008779252,0.0001055457,0.0001154534,0.00007968205,0.00008615612,0.0001768917,0.0001461699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002954651,"about_ca_system_score_gemma":0.0001267069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006154032,"about_ca_topic_score_gemma":0.00193885,"domain_scores_codex":[0.9999089,0.00002320546,0.000007660029,0.00001929488,0.00001777613,0.00002323564],"domain_scores_gemma":[0.999856,0.00004701575,0.00003186346,0.00001530237,0.00001512649,0.00003473025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005940892,0.001223219,0.5620164,0.0001616573,0.0003232987,0.003299144,0.0003907287,0.003957568,0.1729318,0.0001289581,0.001897913,0.2477284],"study_design_scores_gemma":[0.0001689577,0.009161919,0.9361535,0.00001832094,0.0001934962,0.006449339,0.0002338156,0.002169127,0.04155124,0.0001726644,0.00371306,0.00001442636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987751,0.0003221657,0.00009640713,0.00002827623,0.000004790664,0.000007178934,0.00005831861,0.000007471805,0.0007003688],"genre_scores_gemma":[0.9994061,0.0000970516,0.0001064666,0.00002804276,0.000004481679,0.0000055052,0.0001622451,0.00000319244,0.0001869784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006519274,"threshold_uncertainty_score":0.002180934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034077946054048,"score_gpt":0.2817258090251555,"score_spread":0.2513850295646151,"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."}}