{"id":"W2243568521","doi":"10.1200/jco.2006.24.18_suppl.1540","title":"Phase II study of concurrent temozolomide and whole brain radiation therapy in patients with brain metastasis","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Temozolomide; Internal medicine; Docetaxel; Brain metastasis; Performance status; Lung cancer; Chemotherapy; Radiation therapy; Cancer; Phases of clinical research; Oncology; Surgery; Metastasis; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001132468,0.001075443,0.002151854,0.0003982006,0.0003227401,0.0006713824,0.0007775027,0.0007205245,0.004010866],"category_scores_gemma":[0.0007644264,0.0006698712,0.0006980727,0.0004133276,0.0007420389,0.0005340144,0.000316627,0.002003152,0.0007942035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007560819,"about_ca_system_score_gemma":0.002186104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001257965,"about_ca_topic_score_gemma":0.002803356,"domain_scores_codex":[0.9996532,0.0001698464,0.00001793096,0.00006356884,0.00003449145,0.00006101055],"domain_scores_gemma":[0.9995555,0.00007707292,0.00006759306,0.00004103223,0.00002665454,0.0002320724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6841019,0.1160407,0.01280982,0.001092115,0.00133698,0.0003668501,0.0003795889,0.002310279,0.06492753,0.0002569766,0.003087902,0.1132893],"study_design_scores_gemma":[0.3752638,0.6039469,0.01345381,0.00002848607,0.0003717619,0.0003322759,0.00005659137,0.001171019,0.002925981,0.00008985658,0.002341943,0.00001757464],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954463,0.001329577,0.0003820683,0.0001367958,0.00007335411,0.001470585,0.0002665614,0.00004629705,0.0008484417],"genre_scores_gemma":[0.9919462,0.001346067,0.001351414,0.0003209889,0.0001622681,0.001937785,0.001217944,0.00001625754,0.001701129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004010866,"threshold_uncertainty_score":0.01341766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07318462203450028,"score_gpt":0.4520623428232297,"score_spread":0.3788777207887294,"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."}}