{"id":"W4409204777","doi":"10.1186/s12904-025-01724-3","title":"Radiation-before-pathology approach in the palliative oncology setting: a pragmatic clinical trial protocol (RT-NOW)","year":2025,"lang":"en","type":"article","venue":"BMC Palliative Care","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Biopsy; Malignancy; Palliative care; Clinical trial; Radiation therapy; Clinical endpoint; Cancer; Prospective cohort study; Radiology; Surgery; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03522775,0.003516173,0.004317657,0.0009421972,0.002001662,0.002874448,0.002459452,0.005629833,0.03933854],"category_scores_gemma":[0.03904704,0.00153505,0.003344663,0.001167077,0.002868136,0.002930894,0.002569708,0.00534557,0.007122059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003023304,"about_ca_system_score_gemma":0.01248369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108352,"about_ca_topic_score_gemma":0.002625779,"domain_scores_codex":[0.9801113,0.01582041,0.001277341,0.0009679939,0.0008437133,0.0009791548],"domain_scores_gemma":[0.9851897,0.004961289,0.003042842,0.00179696,0.002008328,0.003000901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9149315,0.01961954,0.001042838,0.00803692,0.00161875,0.0003103156,0.0005418672,0.00245866,0.001165349,0.003194937,0.01929636,0.02778288],"study_design_scores_gemma":[0.9307196,0.04354405,0.001575307,0.001444876,0.0005989257,0.0001001461,0.0001198521,0.001431103,0.0003127554,0.003306038,0.01677695,0.00007035543],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01307523,0.0005699298,0.003347809,0.001432184,0.0005599058,0.9755667,0.002274026,0.0001340822,0.003040094],"genre_scores_gemma":[0.01470742,0.0002366928,0.005289421,0.001022805,0.0001266332,0.9773661,0.000441335,0.0000108897,0.0007986182],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03933854,"threshold_uncertainty_score":0.1863043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08712431047008251,"score_gpt":0.4592921129310935,"score_spread":0.372167802461011,"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."}}