{"id":"W4391036180","doi":"10.1016/j.ctro.2024.100728","title":"Lessons learned for spine SABR?","year":2024,"lang":"en","type":"article","venue":"Clinical and Translational Radiation Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"SABR volatility model; Medicine; Randomized controlled trial; Medical physics; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006538189,0.00007353268,0.0002266686,0.00007883574,0.00004444466,0.00001589407,0.00002525641,0.00009256828,0.0003070699],"category_scores_gemma":[0.0002903139,0.00006311674,0.0001367679,0.00008799193,0.0001113423,0.0000588309,0.000005327371,0.0001237207,0.00003838961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001009225,"about_ca_system_score_gemma":0.0002312465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.600551e-7,"about_ca_topic_score_gemma":0.000002672734,"domain_scores_codex":[0.9990592,0.00006016431,0.0003919962,0.0002622089,0.0001189045,0.0001075077],"domain_scores_gemma":[0.9989161,0.0007929149,0.0000347135,0.00007175632,0.00004509704,0.0001393541],"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":[0.0003263402,0.0002555645,0.004439505,0.0002105729,0.0001837393,0.00002000416,0.00006501178,0.00001466455,0.00002158637,0.1556173,0.00539772,0.833448],"study_design_scores_gemma":[0.003360354,0.0004958727,0.2040392,0.00002685648,0.0003709903,0.00000819993,0.00001691916,0.02536894,0.000003490346,0.02818981,0.7380469,0.00007240658],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07040509,0.006908274,0.1446672,0.7532169,0.001991473,0.002137827,0.0002317791,0.000294702,0.02014683],"genre_scores_gemma":[0.9803817,0.0007981381,0.01115577,0.003535644,0.0006629527,0.00008370994,0.0004349413,0.00001805427,0.002929141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9099765,"threshold_uncertainty_score":0.33622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1748172079986858,"score_gpt":0.5149026792632916,"score_spread":0.3400854712646058,"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."}}