{"id":"W3117371653","doi":"10.1016/s1470-2045(20)30633-1","title":"Should stereotactic ablative body radiotherapy be the standard of care in oligometastatic cancer?","year":2020,"lang":"en","type":"letter","venue":"The Lancet Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"SABR volatility model; Medicine; Ablative case; Radiosurgery; Radiation therapy; Observational study; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004220223,0.0003517224,0.001932947,0.00009881767,0.00006967783,0.00001329423,0.0003776381,0.0002786027,0.0004672014],"category_scores_gemma":[0.00008069286,0.0001744647,0.0002182689,0.0003079204,0.0003544296,0.00002351718,0.00006594318,0.001994894,0.000005669188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008797738,"about_ca_system_score_gemma":0.0007590147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004950148,"about_ca_topic_score_gemma":0.0005695389,"domain_scores_codex":[0.997189,0.001073089,0.0004664383,0.0003681497,0.000428087,0.0004751663],"domain_scores_gemma":[0.9974632,0.001258572,0.000414643,0.0007072508,0.0001064126,0.00004991203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004867221,0.000104688,0.001554627,0.001295248,0.003248916,0.003141062,0.01233136,0.00003650101,0.00005428704,0.0002591386,0.960766,0.01234096],"study_design_scores_gemma":[0.005171913,0.004278525,0.001034085,0.0001993504,0.001032331,0.00009074324,0.0008638676,0.00003338266,0.00008890081,0.0002108768,0.9868374,0.0001585869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005101595,0.01010915,0.00003337613,0.9802737,0.0004050988,0.001555232,0.0009467982,0.00002820405,0.001546828],"genre_scores_gemma":[0.04443975,0.005027907,0.000864539,0.9454369,0.003040605,0.0004047771,0.0003003478,0.00008725317,0.0003979069],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03933815,"threshold_uncertainty_score":0.8666933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08530910389744431,"score_gpt":0.3918557738200811,"score_spread":0.3065466699226368,"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."}}