{"id":"W2025862469","doi":"10.1016/j.ijrobp.2012.09.016","title":"Lack of a Dose-Effect Relationship for Pulmonary Function Changes After Stereotactic Body Radiation Therapy for Early-Stage Non-Small Cell Lung Cancer","year":2012,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Nuclear medicine; Lung cancer; Pulmonary function testing; Lung volumes; Radiation therapy; Confidence interval; Lung; Stage (stratigraphy); Receiver operating characteristic; Radiation treatment planning; Diffusing capacity; Radiology; Internal medicine; Lung function","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":[0.0006237925,0.0002193111,0.0004909107,0.0001963518,0.00006690798,0.00001745158,0.0001327312,0.0002366892,0.00005174638],"category_scores_gemma":[0.0001089805,0.0001783565,0.0003222361,0.0001149254,0.00005520345,0.0003127418,0.00001795294,0.0002165034,0.000003809965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047313,"about_ca_system_score_gemma":0.0003220839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004047697,"about_ca_topic_score_gemma":0.000007995659,"domain_scores_codex":[0.9986159,0.0001407234,0.000571815,0.0002052882,0.0001989601,0.0002673123],"domain_scores_gemma":[0.9968612,0.001037263,0.001200501,0.0001411527,0.0006351128,0.0001248026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004192204,0.0008672955,0.9524274,0.000119431,0.00094156,0.00000294229,0.0005757292,0.00008422123,0.001681171,0.0004932468,0.0005334362,0.0380813],"study_design_scores_gemma":[0.01292903,0.004678615,0.9551865,0.0001403845,0.0008424877,0.00001859769,0.00002881607,0.001909865,0.007926457,0.0004761324,0.01567293,0.0001902141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982249,0.004399697,0.006495207,0.001877619,0.003040877,0.001582291,0.000209106,0.00001836539,0.0001278728],"genre_scores_gemma":[0.9926863,0.001618491,0.0007429564,0.0006321607,0.003219089,0.0007190493,0.0001881319,0.0000427044,0.0001510978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03789108,"threshold_uncertainty_score":0.7273168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03757604217861105,"score_gpt":0.366952008427771,"score_spread":0.3293759662491599,"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."}}