{"id":"W4308731907","doi":"10.1200/go.22.00061","title":"Real-World Evidence of Health Outcomes Related to Lung Stereotactic Body Radiation Therapy in Brazil","year":2022,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"School of Medicine, Emory University; Instituto D'Or de Pesquisa e Ensino; Emory University","keywords":"Medicine; Lung cancer; Cohort; Lung; Radiosurgery; Toxicity; Radiation therapy; Stage (stratigraphy); Oncology; Internal medicine; Nuclear medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005274762,0.0001164488,0.0005696779,0.0001332262,0.00006229101,0.000003837945,0.00009135832,0.00004287599,0.0002924075],"category_scores_gemma":[0.00006503194,0.00009946666,0.00008106136,0.0006631054,0.00002136223,0.00005474944,0.00006375752,0.0001424453,0.0000113629],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007810278,"about_ca_system_score_gemma":0.0008728806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006932923,"about_ca_topic_score_gemma":0.001887562,"domain_scores_codex":[0.9983501,0.0003437346,0.0005204582,0.0002733372,0.0002599773,0.000252378],"domain_scores_gemma":[0.9991144,0.0002330547,0.0002505062,0.0002556538,0.00003907266,0.0001073035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005745159,0.0008123783,0.9642339,0.00004074709,0.0001342245,0.00007020587,0.0004610606,0.0000616738,0.00001997382,0.001004278,0.006241927,0.02634515],"study_design_scores_gemma":[0.003334993,0.004638677,0.9802893,0.00007885932,0.00003941838,0.00001973106,0.00005922862,0.00004335279,0.00001527144,0.0001175322,0.01129515,0.00006852399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418097,0.002481985,9.89608e-7,0.05132616,0.0005327273,0.001072519,0.00001732304,0.00003107884,0.002727577],"genre_scores_gemma":[0.9926143,0.001506914,0.00007892836,0.005216425,0.00001849325,0.0002319999,0.00001730107,0.000009317206,0.000306345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05080464,"threshold_uncertainty_score":0.99968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03165452973642454,"score_gpt":0.4312373721186751,"score_spread":0.3995828423822506,"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."}}