{"id":"W4281642484","doi":"10.1093/neuonc/noac079.199","title":"GCT-05. Multi-institutional analysis of treatment modalities in metastatic germinoma in children","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":"Medicine; Germinoma; Chemotherapy; Germ cell tumors; Radiation therapy; Biopsy; Primary tumor; Radiology; Progressive disease; Surgery; Metastasis; Internal medicine; Cancer","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":[0.000840814,0.0002701707,0.000376683,0.001639171,0.0004587565,0.000562549,0.0004015696,0.0002824633,0.001549729],"category_scores_gemma":[0.002471666,0.0001568674,0.0007118172,0.002415374,0.0003243375,0.0003242664,0.0006042654,0.000409612,0.0001420847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097344,"about_ca_system_score_gemma":0.0007274169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005052512,"about_ca_topic_score_gemma":0.004926551,"domain_scores_codex":[0.9993187,0.0001739356,0.0001016111,0.0001358485,0.0001430599,0.000126879],"domain_scores_gemma":[0.996779,0.0006377283,0.001898295,0.0001279606,0.0001850817,0.000371832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009434257,0.000009424773,0.9989092,0.00001305504,0.00004406194,0.00008948938,0.00003123628,0.00005215172,0.00008533113,0.00000735722,0.00005360831,0.0006106984],"study_design_scores_gemma":[0.000007569566,0.0001329405,0.9984195,0.000007041273,0.00004721901,0.0007632177,0.0001586943,0.0001158001,0.0001251028,0.000006100558,0.0002139925,0.000002880007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985292,0.0002219827,0.00005465798,0.00001607294,0.000001881153,0.00001256517,0.000983377,0.000004794887,0.0001754854],"genre_scores_gemma":[0.9989134,0.00006246933,0.0001317225,0.00001051859,0.000004407891,0.00001591728,0.000830895,0.000003582192,0.00002702546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005052512,"threshold_uncertainty_score":0.01004618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03782648099807337,"score_gpt":0.3229005641374541,"score_spread":0.2850740831393808,"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."}}