{"id":"W4400080240","doi":"10.1001/jamaoncol.2024.1841","title":"Long-Term Prospective Outcomes of Intensity Modulated Radiotherapy for Locally Advanced Lung Cancer","year":2024,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"National Cancer Institute","keywords":"Medicine; Common Terminology Criteria for Adverse Events; Chemoradiotherapy; Lung cancer; Radiation therapy; Hazard ratio; Internal medicine; Prospective cohort study; Oncology; Pneumonitis; Univariate analysis; Carboplatin; Multivariate analysis; Chemotherapy; Lung; Confidence interval","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":[0.004150327,0.0002969407,0.0006090022,0.0003042766,0.0003411898,0.0005486918,0.0004184543,0.0005192242,0.001202615],"category_scores_gemma":[0.004244139,0.0001167886,0.00138948,0.000413549,0.000400651,0.0007290068,0.0005566765,0.0007926184,0.0003076078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004479534,"about_ca_system_score_gemma":0.0004236983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003143993,"about_ca_topic_score_gemma":0.0007128321,"domain_scores_codex":[0.9986987,0.0005998778,0.0001886041,0.00017011,0.0002378928,0.0001048586],"domain_scores_gemma":[0.9948297,0.001065618,0.002617578,0.0003975313,0.0003678704,0.0007216566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04264805,0.001321473,0.9064041,0.0003373329,0.002654959,0.00008441028,0.00009716777,0.001492778,0.002114361,0.00006683907,0.0005941914,0.04218439],"study_design_scores_gemma":[0.001547647,0.02576883,0.9678772,0.00007813791,0.00122616,0.0002816504,0.00006053481,0.0007453736,0.001320506,0.0001614559,0.0009073432,0.00002516344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942867,0.003887028,0.0003873846,0.0001248314,0.00003381606,0.00007785303,0.0006953038,0.000008758883,0.0004984203],"genre_scores_gemma":[0.9981609,0.0003206622,0.0001138723,0.00007593765,0.00004484909,0.00006330214,0.001052573,0.000002947665,0.0001648681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004150327,"threshold_uncertainty_score":0.02194929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380643850668851,"score_gpt":0.3746829165921156,"score_spread":0.3608764780854271,"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."}}