{"id":"W3119989757","doi":"10.1016/j.ijrobp.2019.09.020","title":"Postoperative Stereotactic Body Radiation Therapy, Then Observe","year":2021,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Radiosurgery; Radiation therapy; Decompression; Surgery; Radiology","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":[0.0001625148,0.0003862261,0.0004790522,0.000391911,0.001447064,0.0004818635,0.0005073045,0.003933699,0.01992213],"category_scores_gemma":[0.0009333249,0.0001779169,0.0007290165,0.0001441804,0.0003968145,0.0007231292,0.0005522786,0.002950164,0.007531221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006542563,"about_ca_system_score_gemma":0.000804798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005021338,"about_ca_topic_score_gemma":0.01198904,"domain_scores_codex":[0.999887,0.00001134613,0.00001135369,0.00001646221,0.00002739353,0.00004641443],"domain_scores_gemma":[0.9998202,0.00003306925,0.00001914968,0.00001235611,0.00003361944,0.00008167316],"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":[0.001540014,0.002599678,0.05952254,0.0003346877,0.0001337516,0.2225589,0.0007578305,0.002917689,0.02776204,0.005432456,0.4906634,0.185777],"study_design_scores_gemma":[0.0006597788,0.002645751,0.06510423,0.0002966954,0.0001014596,0.1750409,0.001226503,0.005668945,0.01052559,0.02308926,0.7153559,0.0002849343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1219912,0.007894438,0.01088185,0.4689022,0.01337205,0.00167166,0.001247503,0.0009721076,0.3730671],"genre_scores_gemma":[0.3610221,0.005691679,0.01086858,0.241689,0.01412167,0.0007105309,0.0008116859,0.0002281237,0.3648568],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01992213,"threshold_uncertainty_score":0.06664622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095911978351883,"score_gpt":0.3445490016300402,"score_spread":0.3035898818465214,"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."}}