{"id":"W2053800475","doi":"10.1016/j.clon.2012.03.008","title":"International Practice Survey on the Management of Brain Metastases: Third International Consensus Workshop on Palliative Radiotherapy and Symptom Control","year":2012,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Toronto","funders":"Canadian Association of Radiation Oncology","keywords":"Medicine; Radiation therapy; Palliative care; Intensive care medicine; Medical physics; General surgery; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04340793,0.0005320588,0.001409707,0.005392602,0.001054672,0.001920449,0.001903084,0.002866893,0.002385445],"category_scores_gemma":[0.06845352,0.0005567728,0.001823906,0.00992089,0.0009571416,0.002107132,0.003132049,0.002945794,0.0005307571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005303248,"about_ca_system_score_gemma":0.02011633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0138801,"about_ca_topic_score_gemma":0.02031346,"domain_scores_codex":[0.9798915,0.005762926,0.007933007,0.001028902,0.004410016,0.0009736004],"domain_scores_gemma":[0.8586688,0.05382909,0.03338434,0.00240767,0.04299311,0.008717018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009134783,0.0007317318,0.2944659,0.01878566,0.001001399,0.0002297637,0.006759559,0.002286254,0.0007733036,0.004465558,0.2006992,0.4688882],"study_design_scores_gemma":[0.0004930336,0.0008350873,0.5517596,0.06325384,0.001241323,0.001120444,0.01996888,0.001654121,0.0007465562,0.002460508,0.3562393,0.0002273497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2298964,0.2341502,0.01629294,0.422646,0.008004119,0.00471728,0.02735145,0.0004190848,0.05652246],"genre_scores_gemma":[0.5961592,0.2405486,0.04210306,0.0695981,0.002190002,0.007417732,0.0365745,0.0002332185,0.005175476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04340793,"threshold_uncertainty_score":0.2295659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291197112778936,"score_gpt":0.4735954513981098,"score_spread":0.3444757401202163,"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."}}