{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009622814,0.0001551433,0.0006227223,0.00008600819,0.0000283527,0.00001045383,0.00005529681,0.0001530275,0.0001342125],"category_scores_gemma":[0.00004045497,0.0001100541,0.0001846504,0.0001360326,0.0000801881,0.00006434772,0.00001959061,0.0001326909,0.000002324709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001884798,"about_ca_system_score_gemma":0.0004306053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001274679,"about_ca_topic_score_gemma":0.0002454205,"domain_scores_codex":[0.9990624,0.00001923535,0.0002567267,0.0003347946,0.0001106322,0.0002162724],"domain_scores_gemma":[0.9992122,0.0002002897,0.00007438787,0.0001895389,0.0002473041,0.00007624861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001915609,0.0005697773,0.8471009,0.0005919362,0.002440705,0.0001730801,0.0007536297,0.00007186024,0.00204106,0.000351816,0.003733919,0.1402558],"study_design_scores_gemma":[0.007209963,0.002276205,0.976439,0.0005100687,0.0005627347,0.00003637723,0.00002576033,0.00266938,0.006665259,0.000117667,0.003360733,0.0001268598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719259,0.009733126,0.001585098,0.01311621,0.001154339,0.001967874,0.00005781625,0.0001010611,0.0003585844],"genre_scores_gemma":[0.9941837,0.001399673,0.001343508,0.001295555,0.0002017938,0.0007593731,0.00002471943,0.00003319967,0.0007585282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1401289,"threshold_uncertainty_score":0.492868,"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."}}