{"id":"W4254690530","doi":"10.1016/s0360-3016(04)01594-9","title":"Response at 3–months after whole brain radiation therapy predicts survival in brain metastases patients","year":2004,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Radiosurgery; Lesion; Target lesion; Radiation therapy; Progressive disease; Whole brain radiotherapy; Radiology; Oncology; Nuclear medicine; Disease; Internal medicine; Surgery; Brain metastasis; Cancer; Metastasis","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":[0.000507927,0.0002016197,0.0004517777,0.0003762844,0.000317052,0.0004618691,0.0002995578,0.0007263308,0.001698384],"category_scores_gemma":[0.002173448,0.0001008767,0.0006356855,0.0003613953,0.0002560743,0.0004253642,0.0002761632,0.0007775004,0.0005182998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003566128,"about_ca_system_score_gemma":0.0002593019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003185456,"about_ca_topic_score_gemma":0.003750477,"domain_scores_codex":[0.9997943,0.00004931831,0.00001597919,0.00003548567,0.0000346577,0.00007027671],"domain_scores_gemma":[0.9984971,0.0003638751,0.0004877309,0.00005707273,0.0001172999,0.0004768374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003707911,0.0002371943,0.9873597,0.00001568141,0.00009265279,0.0001785749,0.0001075186,0.0004677723,0.00181256,0.00001895519,0.0003557429,0.005645888],"study_design_scores_gemma":[0.00001954251,0.0006654899,0.9981851,0.000002604168,0.00004701226,0.0002018053,0.00006254374,0.000342098,0.0002277132,0.0000481798,0.000191168,0.000006644321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99886,0.0002788141,0.00004461974,0.0001074232,0.00001486122,0.000005094128,0.0001495877,0.000005592341,0.0005340707],"genre_scores_gemma":[0.9992543,0.00005782875,0.00002206302,0.00004725961,0.00001891715,0.000004488595,0.0002709473,0.000002760374,0.0003213978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003185456,"threshold_uncertainty_score":0.006333828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821300702086056,"score_gpt":0.3219612144365612,"score_spread":0.3037482074157006,"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."}}