{"id":"W2008210305","doi":"10.1016/j.clon.2011.05.004","title":"Palliative Radiotherapy for Bone Metastases in the Last 3 Months of Life: Worthwhile or Futile?","year":2011,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiation therapy; Palliative care; Surgery","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":[0.003149768,0.0002800267,0.0009439429,0.0005259753,0.0008206755,0.00137758,0.000712949,0.002953062,0.004359391],"category_scores_gemma":[0.009412687,0.0001522374,0.0005719752,0.0005564089,0.001711049,0.002025659,0.0007758078,0.002492959,0.000673678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006209313,"about_ca_system_score_gemma":0.001712229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006163671,"about_ca_topic_score_gemma":0.004427794,"domain_scores_codex":[0.9988379,0.0005909455,0.0001507479,0.00005795059,0.0002120359,0.0001503944],"domain_scores_gemma":[0.9941181,0.00324046,0.0009233449,0.0001403586,0.0005423262,0.001035464],"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":[0.002243399,0.0003449349,0.04397014,0.00497128,0.0003845294,0.02196719,0.00165237,0.00222523,0.005950924,0.02629039,0.08580548,0.804194],"study_design_scores_gemma":[0.0008627899,0.005174898,0.1060907,0.01611996,0.001113984,0.0990356,0.01323554,0.003017003,0.003527288,0.1259407,0.6255642,0.0003174429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05658348,0.5266738,0.003585983,0.3750489,0.004558492,0.00005760503,0.0001999267,0.00006773958,0.03322413],"genre_scores_gemma":[0.6235933,0.297666,0.005183041,0.04449058,0.0235225,0.0001093051,0.0002629913,0.00005736509,0.005114876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004359391,"threshold_uncertainty_score":0.01665771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2451460675536317,"score_gpt":0.4588046871154435,"score_spread":0.2136586195618118,"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."}}