{"id":"W2131110909","doi":"10.1186/1471-2407-12-305","title":"Stereotactic ablative radiotherapy for comprehensive treatment of oligometastatic tumors (SABR-COMET): Study protocol for a randomized phase II trial","year":2012,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":309,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Regional Cancer Foundation; BC Cancer Agency; Cancer Care Ontario","funders":"Government of Ontario; Ontario Institute for Cancer Research","keywords":"SABR volatility model; Medicine; Radiation therapy; Randomized controlled trial; Clinical endpoint; Quality of life (healthcare); Oncology; Internal medicine; Surgery","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":[0.000365286,0.0003490197,0.001688709,0.0001935718,0.0001210752,0.00001304062,0.00005611736,0.000056092,0.0002335662],"category_scores_gemma":[0.0000815356,0.00022853,0.0007132319,0.0001955634,0.00008861749,0.0001060385,0.00001023554,0.00004044557,0.000001436337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003432869,"about_ca_system_score_gemma":0.0002884949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001899991,"about_ca_topic_score_gemma":0.00002251561,"domain_scores_codex":[0.9980921,0.000277982,0.0006806799,0.0003014372,0.0002388363,0.0004090193],"domain_scores_gemma":[0.9977103,0.001178063,0.0004173931,0.0002871124,0.0002213978,0.0001856811],"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":[0.9388292,0.0163459,0.02701752,0.0004208956,0.003853926,0.000003800916,0.006906969,0.000001538684,0.0004612915,0.00002713731,0.0001992758,0.005932544],"study_design_scores_gemma":[0.9473593,0.03582815,0.0004222962,0.00008713941,0.002531183,0.000004260436,0.0004328873,0.001675129,0.005011342,0.00001685962,0.006426089,0.0002053275],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5348043,0.0004584417,0.00119228,0.00004666935,0.0001249097,0.4632311,0.0000848682,0.00003099369,0.00002639132],"genre_scores_gemma":[0.4238377,0.000008494872,0.003076945,0.00002926855,0.0002910568,0.5723029,0.00002376764,0.00003782842,0.0003919897],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1109666,"threshold_uncertainty_score":0.9319185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2310737765766304,"score_gpt":0.4427291918940041,"score_spread":0.2116554153173737,"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."}}