{"id":"W4281755113","doi":"10.1093/neuonc/noac079.530","title":"SURG-12. Endoscopic evaluation of ventricular dissemination in primary central nervous system (CNS) germ cell tumors (GCTs)","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Germinoma; Medicine; Neurosurgery; Germ cell tumors; Endoscopic third ventriculostomy; Exact test; Internal medicine; Primary tumor; Surgery; Oncology; Pathology; Cancer; Endoscopy; Metastasis; Chemotherapy","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":[0.0003640507,0.0001767404,0.0001553871,0.0006158113,0.0001624552,0.0002972313,0.0001370282,0.0002200809,0.003095479],"category_scores_gemma":[0.0009758784,0.00007787534,0.0001871227,0.0002740251,0.0002014443,0.0002705279,0.0002109124,0.0002056791,0.000493728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002686303,"about_ca_system_score_gemma":0.0002658098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017262,"about_ca_topic_score_gemma":0.001949876,"domain_scores_codex":[0.9998624,0.00002662212,0.00002199315,0.00002282866,0.00003417071,0.00003188117],"domain_scores_gemma":[0.9994482,0.0001199949,0.0001766701,0.00002609619,0.00007306318,0.000155915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002923668,0.00002808736,0.9864094,0.0000336763,0.00002848612,0.00277743,0.00003925188,0.00007927835,0.001595552,0.00001778663,0.0002954139,0.008403311],"study_design_scores_gemma":[0.00002594145,0.0004701032,0.9697337,0.00002053226,0.00003982812,0.02579833,0.0001410254,0.0005912288,0.002357357,0.00003995576,0.0007773116,0.00000470685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974788,0.0005173245,0.0001476094,0.00003799569,0.000008185672,0.000007037558,0.0002004782,0.00001520175,0.00158744],"genre_scores_gemma":[0.9992675,0.0001212762,0.0001771199,0.00001673034,0.000008579612,0.000003381161,0.0001709901,0.000001884603,0.0002324935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003095479,"threshold_uncertainty_score":0.01035541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647057869221559,"score_gpt":0.2844507484136681,"score_spread":0.2679801697214525,"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."}}