{"id":"W848248695","doi":"10.1016/j.clon.2015.06.009","title":"Predictors of Chest Wall Toxicity after Lung Stereotactic Ablative Radiotherapy","year":2015,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; SABR volatility model; Radiology; Thoracic wall; Chest pain; Lung; Radiation therapy; Osteoporosis; Univariate analysis; Lung cancer; Nuclear medicine; Surgery; Multivariate analysis; 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":[0.0005609313,0.0002178217,0.0003138527,0.000365136,0.0003533491,0.000788474,0.0004186576,0.0007390044,0.003088254],"category_scores_gemma":[0.00556602,0.0001665376,0.0005326033,0.0008153745,0.0003305719,0.0003874499,0.0003424565,0.0009675444,0.0003238049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005282442,"about_ca_system_score_gemma":0.0007023333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00263297,"about_ca_topic_score_gemma":0.003916574,"domain_scores_codex":[0.9994785,0.0001555727,0.00006758224,0.00004705011,0.0001395118,0.0001117848],"domain_scores_gemma":[0.9960134,0.001525241,0.001518011,0.0001085578,0.0002850146,0.0005497956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003760171,0.00005402722,0.9951829,0.00001518782,0.00004834875,0.000445141,0.00002816303,0.0003543156,0.0004360094,0.00004187525,0.0002598283,0.002758294],"study_design_scores_gemma":[0.000008703087,0.0002386099,0.9974101,0.00001161344,0.0000632257,0.001012956,0.0001156091,0.0005686136,0.0001861247,0.00007605122,0.0003027953,0.000005574082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943002,0.001899044,0.0002265432,0.0002996253,0.00003055744,0.00001215038,0.0002019901,0.00001055683,0.003019281],"genre_scores_gemma":[0.9992952,0.0001964548,0.00005938621,0.00004251461,0.00003441241,0.000003490487,0.0001357849,0.000004788087,0.0002278326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003088254,"threshold_uncertainty_score":0.01033127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09838078175351744,"score_gpt":0.4317716664280181,"score_spread":0.3333908846745007,"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."}}