{"id":"W4214536723","doi":"10.1016/j.clon.2022.02.006","title":"Stereotactic Ablative Radiotherapy for Oligometastatic Disease: A Tale of Emperor's New Clothes or New Standard of Care?","year":2022,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Ablative case; SABR volatility model; Radiation therapy; Enthusiasm; Disease; Radiosurgery; Clinical trial; Oncology; Internal medicine; General 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":[0.01303684,0.0005862002,0.001479318,0.001204517,0.001546256,0.005828093,0.002169849,0.006124807,0.01096476],"category_scores_gemma":[0.01610615,0.0004250487,0.001149455,0.001090715,0.009021256,0.01960801,0.002932663,0.01208232,0.003088333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002475234,"about_ca_system_score_gemma":0.003585672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002677726,"about_ca_topic_score_gemma":0.009733691,"domain_scores_codex":[0.9969591,0.001218123,0.0003466222,0.000332474,0.0007922933,0.0003513093],"domain_scores_gemma":[0.9911941,0.004427789,0.0006745683,0.0006905554,0.001751635,0.001261415],"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":[0.0006381682,0.000232352,0.002373064,0.001123809,0.0001978356,0.0009333029,0.0006414562,0.0006469919,0.001438193,0.06984594,0.341635,0.5802938],"study_design_scores_gemma":[0.0002091,0.000565112,0.003715882,0.003587926,0.0001860608,0.002579424,0.003512275,0.0009660714,0.0005116513,0.1636328,0.8203123,0.0002213793],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002939354,0.173958,0.00310689,0.786423,0.02172156,0.00001574704,0.00008040457,0.0001345429,0.01162049],"genre_scores_gemma":[0.1045318,0.2972447,0.01201571,0.4766937,0.08607613,0.0001108247,0.0002368836,0.000283137,0.02280713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01303684,"threshold_uncertainty_score":0.06894618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0497264152883756,"score_gpt":0.4043714046871126,"score_spread":0.354644989398737,"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."}}