{"id":"W2427937521","doi":"10.1093/neuonc/now072.17","title":"GC-17THE CHILDREN'S ONCOLOGY GROUP (COG) CURRENT TREATMENT APPROACH FOR CHILDREN WITH NEWLY DIAGNOSED CENTRAL NERVOUS SYSTEM (CNS) LOCALIZED GERMINOMA (ACNS1123 STRATUM 2)","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Cog; Central nervous system; Germinoma; Medicine; Stratum; Oncology; Pediatrics; Internal medicine; Pathology; Chemotherapy; 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":[0.0002153041,0.0009227965,0.001867252,0.0003042063,0.0002815502,0.00004717011,0.0003527383,0.0005280399,0.00006346174],"category_scores_gemma":[0.00009037054,0.0005312263,0.0005567697,0.0003096982,0.0003716543,0.0001325275,0.0001070572,0.0003318599,0.00005570733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002299972,"about_ca_system_score_gemma":0.0008953774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002587118,"about_ca_topic_score_gemma":0.0001788453,"domain_scores_codex":[0.9950348,0.0005015758,0.0009178548,0.001540679,0.0004324748,0.001572647],"domain_scores_gemma":[0.996529,0.0008792439,0.0005711846,0.0009749231,0.000171622,0.0008739753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005068003,0.02283487,0.2377973,0.0001884414,0.002658943,0.001699644,0.000605741,0.00008686052,0.009921101,0.002400634,0.00771172,0.7090268],"study_design_scores_gemma":[0.1735806,0.08521834,0.5942211,0.0004705105,0.008030772,0.008651553,0.0004936789,0.0008346632,0.01091737,0.00006646352,0.115681,0.001834019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819386,0.001313524,0.002001898,0.002336078,0.001195222,0.009138804,0.0004284008,0.0004360746,0.001211371],"genre_scores_gemma":[0.9907845,0.0005023695,0.002334393,0.0004936344,0.001175547,0.003910674,0.0005921329,0.0001694795,0.0000372512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7071927,"threshold_uncertainty_score":0.999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057050763024373,"score_gpt":0.277393225005239,"score_spread":0.2568227173749953,"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."}}