{"id":"W3170182940","doi":"10.1016/j.semradonc.2021.03.005","title":"Technical Giants But Biologic Infants: Defining a More Sophisticated Role for Local Therapy in Metastatic Disease","year":2021,"lang":"en","type":"review","venue":"Seminars in Radiation Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"SABR volatility model; Medicine; Intensive care medicine; Disease; Radiation therapy; Medical physics; Radiation oncology; Internal medicine","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":[0.002269719,0.0007360209,0.001505839,0.00124064,0.0002879471,0.001752677,0.001324895,0.002153808,0.003384819],"category_scores_gemma":[0.002515115,0.0002569508,0.0006246116,0.001116905,0.001829657,0.003440567,0.001148444,0.005217984,0.001790191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009513212,"about_ca_system_score_gemma":0.002031414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009879679,"about_ca_topic_score_gemma":0.002202563,"domain_scores_codex":[0.9995037,0.0001416159,0.0000556054,0.00007571418,0.0001697387,0.00005346575],"domain_scores_gemma":[0.9986836,0.0009213223,0.0001175255,0.00004213025,0.0001553121,0.00007999562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001041546,0.00004403018,0.0002458796,0.009174922,0.00006842661,0.0002410367,0.00009209976,0.0003047894,0.001009581,0.01145919,0.06142569,0.9158302],"study_design_scores_gemma":[0.00004281684,0.0001017382,0.000649367,0.005595276,0.00007309288,0.001527005,0.00007229921,0.00008038546,0.0002350672,0.004996829,0.9866031,0.00002300009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005235967,0.9977769,0.0001402364,0.001057132,0.0004682995,0.000001782824,0.000005378058,0.000004854794,0.0004930348],"genre_scores_gemma":[0.0009191922,0.9950129,0.00048216,0.001923052,0.001071559,0.000006660514,0.00002547319,0.000006373394,0.0005525671],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003384819,"threshold_uncertainty_score":0.01200354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03096742917603307,"score_gpt":0.400542260609346,"score_spread":0.3695748314333129,"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."}}