{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01066098,0.001276033,0.001983603,0.001964366,0.001252061,0.003965073,0.003707362,0.009876017,0.02187854],"category_scores_gemma":[0.02807158,0.0004135814,0.002461815,0.001451593,0.003720856,0.01063923,0.002215966,0.0186625,0.008165303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003013209,"about_ca_system_score_gemma":0.008839251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006723948,"about_ca_topic_score_gemma":0.0116679,"domain_scores_codex":[0.9957795,0.001457937,0.0004785127,0.0007295223,0.001102717,0.0004518412],"domain_scores_gemma":[0.9781038,0.01110247,0.0009768093,0.0008822455,0.005619646,0.003315052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004289888,0.0003051202,0.001219046,0.005345723,0.0001565846,0.0009430094,0.0004363822,0.0008688421,0.0003896322,0.02314013,0.5351702,0.4315963],"study_design_scores_gemma":[0.0004053006,0.0007071256,0.002476369,0.01522209,0.0002182571,0.002670674,0.002794159,0.001110392,0.0003842806,0.1175914,0.8562572,0.0001627266],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001358133,0.2340945,0.003310153,0.7272722,0.02538618,0.00007477578,0.0005225523,0.0002970698,0.007684459],"genre_scores_gemma":[0.0379893,0.4034035,0.01669724,0.4471882,0.08161203,0.000526781,0.0009969209,0.0002768647,0.0113092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02187854,"threshold_uncertainty_score":0.07319099,"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."}}