{"id":"W3205345866","doi":"10.1002/cam4.4332","title":"Volumetric burden of metastatic lesions drives outcomes in patients with extracranial oligometastatic disease","year":2021,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Elekta","keywords":"Medicine; Proportional hazards model; Radiation therapy; Radiosurgery; Nuclear medicine; Radiology; Internal medicine; Oncology","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":[0.0004791593,0.0002187089,0.0002294975,0.000393684,0.0001621862,0.000559166,0.0003615673,0.0002383126,0.001515778],"category_scores_gemma":[0.003256112,0.0001374403,0.0003810374,0.0006259006,0.0002520538,0.0003180708,0.0005146357,0.0003626838,0.0001888767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003869595,"about_ca_system_score_gemma":0.0003779585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812335,"about_ca_topic_score_gemma":0.002063071,"domain_scores_codex":[0.9997995,0.00004913557,0.00001717834,0.00004765127,0.00004758134,0.00003891416],"domain_scores_gemma":[0.9979604,0.0004188467,0.001251292,0.00007956417,0.00009080277,0.0001990895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001175801,0.00001699021,0.9973247,0.000008450918,0.00002875995,0.00003915726,0.000018854,0.0003174279,0.0003057175,0.00002767648,0.00003689724,0.001757847],"study_design_scores_gemma":[0.000006820264,0.0001119229,0.9980264,0.000004370976,0.00003200139,0.0003077913,0.0000439182,0.001091012,0.0001261041,0.0001136543,0.0001328828,0.000003045595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991651,0.0001921391,0.0001681258,0.0000437639,0.000002313146,0.000005020809,0.0001793359,0.000003627115,0.0002407555],"genre_scores_gemma":[0.9996998,0.00003299182,0.00005777855,0.000006971793,0.000005234241,0.000002916046,0.0001499019,0.000001215144,0.00004308665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001812335,"threshold_uncertainty_score":0.005070746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099775309718213,"score_gpt":0.3057127273210763,"score_spread":0.2847149742238942,"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."}}