{"id":"W2148132825","doi":"10.1016/j.ijrobp.2008.05.031","title":"Prophylactic Cranial Irradiation in Advanced Breast Cancer: A Case for Caution","year":2008,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Prophylactic cranial irradiation; Medicine; Conventional PCI; Breast cancer; Radiation therapy; Oncology; Chemotherapy; Surgery; Cancer; Internal medicine","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":[0.004669732,0.0006902178,0.001584104,0.001255578,0.002541329,0.003534993,0.003053356,0.02734466,0.003656544],"category_scores_gemma":[0.02373694,0.0007986439,0.001625275,0.000924084,0.005463209,0.005945459,0.001759887,0.03474531,0.002616403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002275911,"about_ca_system_score_gemma":0.003036925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002877844,"about_ca_topic_score_gemma":0.008875175,"domain_scores_codex":[0.9979402,0.0007249801,0.0003767857,0.0003524996,0.000389172,0.0002163537],"domain_scores_gemma":[0.9877934,0.007954457,0.0008591047,0.0009224251,0.001239676,0.001230888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001052916,0.0002045609,0.0130451,0.001613175,0.0003096899,0.3459435,0.002262351,0.001832836,0.003968355,0.02986746,0.46893,0.1309701],"study_design_scores_gemma":[0.0003633666,0.0003727154,0.007037528,0.00435457,0.000247831,0.3998452,0.005643561,0.002321542,0.001885402,0.07572155,0.5019064,0.0003003178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01480585,0.04589187,0.005566883,0.8955457,0.01240897,0.00006159122,0.0001217615,0.0002159349,0.02538136],"genre_scores_gemma":[0.2635854,0.04985527,0.01675161,0.5387189,0.1205453,0.0001740147,0.0001232124,0.0003236903,0.009922688],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02734466,"threshold_uncertainty_score":0.02469617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569698578892597,"score_gpt":0.352119391446006,"score_spread":0.32642240565708,"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."}}