{"id":"W4281901111","doi":"10.1093/neuonc/noac079.198","title":"GCT-04. Pattern of Treatment Failures in Central Nervous System Non-Germinomatous Germ Cell Tumors (CNS-NGGCT): A Pooled Analysis of Clinical Trials","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; Radiation therapy; Internal medicine; Cohort; Cog; Central nervous system; Germ cell tumors; Clinical trial; Oncology; Disease; 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":[0.01999707,0.0008903574,0.004181702,0.002472194,0.000219326,0.001944885,0.0006616769,0.0009128207,0.001834663],"category_scores_gemma":[0.01954163,0.0003706121,0.01105451,0.003031028,0.0003581322,0.0008144609,0.0008045294,0.0006022092,0.0002110607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005678678,"about_ca_system_score_gemma":0.0005946202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005005908,"about_ca_topic_score_gemma":0.0007679983,"domain_scores_codex":[0.978924,0.01466651,0.002668188,0.002051159,0.001354633,0.000335626],"domain_scores_gemma":[0.9803185,0.01158508,0.005643745,0.001293044,0.0006975002,0.0004619982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.08611013,0.0001717357,0.2286014,0.01079295,0.6248,0.0002056897,0.0001131216,0.002774779,0.001950449,0.0001761594,0.001730038,0.04257356],"study_design_scores_gemma":[0.01434379,0.01053365,0.398114,0.001456036,0.5632274,0.0007981675,0.0002288857,0.00374734,0.00120184,0.0007122532,0.0055426,0.0000940442],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7219207,0.2605271,0.004025295,0.0005534631,0.0002420395,0.0008570533,0.009091371,0.0001651213,0.002617897],"genre_scores_gemma":[0.9881356,0.007317375,0.000777645,0.0002259631,0.00009121222,0.0004628414,0.00267827,0.00003541557,0.0002758069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01999707,"threshold_uncertainty_score":0.1057559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05428292682633083,"score_gpt":0.3703771646224035,"score_spread":0.3160942377960727,"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."}}