{"id":"W2312417698","doi":"10.1093/neuonc/3.4.258","title":"IMMUNOTHERAPY TASK FORCE FOR MALIGNANT BRAIN TUMORS April 21, 2001,Toronto, Ontario","year":2001,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Task force; Immunotherapy; Task (project management); Medicine; Oncology; Internal medicine; Political science; Management; Cancer; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002723259,0.0002930416,0.0006599436,0.00007768749,0.0001536755,0.00001842743,0.0001508486,0.0002058985,0.001622949],"category_scores_gemma":[0.0001258359,0.0002400077,0.0002660815,0.00009554199,0.00008273315,0.00008459254,0.00004030771,0.0002064714,0.00007136973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338822,"about_ca_system_score_gemma":0.0005212595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009638545,"about_ca_topic_score_gemma":0.05785913,"domain_scores_codex":[0.9980751,0.0001078379,0.0004342044,0.0005102169,0.000198693,0.0006739008],"domain_scores_gemma":[0.9983971,0.0006295647,0.0001672519,0.0004674896,0.0000984681,0.00024012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002588286,0.0031514,0.06913159,0.00004063176,0.0003851755,0.002612718,0.001755703,0.00001780517,0.6969552,0.001147801,0.1431317,0.07908195],"study_design_scores_gemma":[0.0103318,0.005771952,0.02637191,0.00003495558,0.0001362071,0.0009506863,0.0001427957,0.00009106257,0.01343706,0.0002905609,0.9422192,0.0002218366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704198,0.001211876,0.0001544833,0.01317545,0.00080799,0.001733385,0.00002122251,0.0001091977,0.01236663],"genre_scores_gemma":[0.9724039,0.0006538711,0.001464734,0.02018927,0.0005204441,0.0009222454,0.0001146816,0.0001107205,0.003620142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7990875,"threshold_uncertainty_score":0.9992897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02270342587934088,"score_gpt":0.2975729420066039,"score_spread":0.2748695161272631,"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."}}