{"id":"W2588870374","doi":"10.29046/tbj.003.1.031","title":"A Multi-national Pooled Analysis of 434 Cases of Stage I Non-small Cell Lung Cancer (NSCLC) Treated with Volumetrically Image-guided Stereotactic Lung Radiotherapy: Results from the Elekta Collaborative Lung Research Group","year":2010,"lang":"en","type":"article","venue":"","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Image-guided radiation therapy; Lung cancer; Radiation therapy; Radiology; Lung; Medical physics; Stage (stratigraphy); Oncology; Nuclear medicine; Internal medicine","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":[0.0101416,0.001180466,0.003269692,0.002445739,0.0006753625,0.001451436,0.001180898,0.001068722,0.001510898],"category_scores_gemma":[0.00976357,0.001031539,0.009250477,0.00308405,0.0004512569,0.0006872104,0.001492021,0.0006011646,0.000359243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110175,"about_ca_system_score_gemma":0.0009241676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01267047,"about_ca_topic_score_gemma":0.02242562,"domain_scores_codex":[0.990975,0.004504317,0.001337415,0.00195319,0.0009214469,0.0003086867],"domain_scores_gemma":[0.9918047,0.002491627,0.002542215,0.001799184,0.001089992,0.0002722191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0161236,0.000194359,0.7399415,0.001768193,0.2245094,0.0002717794,0.0002597811,0.001991738,0.001769137,0.0000643358,0.002542394,0.0105636],"study_design_scores_gemma":[0.001648043,0.001248599,0.8398107,0.0001636338,0.1520411,0.0005658378,0.0003354179,0.001231343,0.0006711117,0.0001220531,0.002081302,0.00008101064],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663845,0.01626069,0.001971459,0.0001471438,0.00008070025,0.0001579236,0.0140165,0.00006334585,0.0009177499],"genre_scores_gemma":[0.9829208,0.001635681,0.001032857,0.000147308,0.00006746083,0.000146164,0.01375168,0.00003353251,0.0002644871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01267047,"threshold_uncertainty_score":0.05363452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03335910882496763,"score_gpt":0.3658664637365664,"score_spread":0.3325073549115988,"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."}}