{"id":"W4241696369","doi":"10.1186/s12885-020-06876-4","title":"Stereotactic ablative radiotherapy for the comprehensive treatment of 1–3 Oligometastatic tumors (SABR-COMET-3): study protocol for a randomized phase III trial","year":2020,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Kelowna General Hospital; Nova Scotia Cancer Centre; London Health Sciences Centre; Sunnybrook Health Science Centre; Positive Living North","funders":"BC Cancer Agency; Canadian Institutes of Health Research; BC Cancer Foundation; Varian Medical Systems","keywords":"SABR volatility model; Ablative case; Medicine; Surgical oncology; Randomized controlled trial; Radiation therapy; Protocol (science); Radiosurgery; Medical physics; Oncology; Comet; Radiology; Internal medicine; Pathology; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001548111,0.000313617,0.001185386,0.00005353417,0.0001310678,0.00003111904,0.0001820748,0.00002109247,0.0002738498],"category_scores_gemma":[0.0000169765,0.0001881619,0.0005156142,0.0001895242,0.0001267055,0.00009735774,0.00001077134,0.00005722617,1.720095e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213374,"about_ca_system_score_gemma":0.0001962028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002341675,"about_ca_topic_score_gemma":0.000008277556,"domain_scores_codex":[0.9984255,0.0002061659,0.0006111165,0.0003467699,0.0001611073,0.0002493154],"domain_scores_gemma":[0.9969667,0.001945418,0.0005965086,0.0002698496,0.0001506995,0.00007079139],"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":[0.9649795,0.002081861,0.0001999438,0.0000808826,0.003434579,3.639748e-7,0.007058776,0.0005876248,0.0008617537,0.0004987734,0.0002764536,0.01993946],"study_design_scores_gemma":[0.9607534,0.006907216,0.000008808184,0.00002569311,0.0003731121,1.413545e-7,0.0008990512,0.01141889,0.004228333,0.0003545311,0.01480605,0.000224782],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.007078738,0.0001123267,0.5397404,0.0001129607,0.00005713537,0.4526647,0.0001777438,0.00003906147,0.00001698444],"genre_scores_gemma":[0.03618982,0.000008168666,0.02107351,0.0001013818,0.0005557059,0.9418515,0.000008821176,0.00006361517,0.0001474749],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.5186669,"threshold_uncertainty_score":0.7673021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07919774991765381,"score_gpt":0.4324959685189025,"score_spread":0.3532982186012487,"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."}}