{"id":"W2062919342","doi":"10.1118/1.2241942","title":"TH‐E‐ValB‐02: Image Registration‐Based Tool for Correlation Studies of Radiation‐Induced Fibrosis and Local Dose‐Related Parameters in Conformal Non‐Small Cell Lung Cancer Radiation Therapy","year":2006,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Radiation therapy; Lung cancer; Radiation treatment planning; Nuclear medicine; Lung; Image registration; Fibrosis; Effective dose (radiation); Radiology; Oncology; Pathology; Internal medicine; Computer science","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":[0.002904787,0.0008128912,0.0007613479,0.003000511,0.0002006631,0.001245886,0.00101594,0.0009054375,0.008830216],"category_scores_gemma":[0.01000075,0.0004804188,0.0006325464,0.001202617,0.0003320144,0.0007525965,0.001034718,0.000661315,0.0023019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003468572,"about_ca_system_score_gemma":0.0004483639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006457397,"about_ca_topic_score_gemma":0.000733591,"domain_scores_codex":[0.9989464,0.0004329002,0.000092542,0.0001092413,0.0003775672,0.00004132506],"domain_scores_gemma":[0.9967414,0.002189811,0.0003530164,0.0002663228,0.000320081,0.0001294584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004146401,0.0007590575,0.02181827,0.0009869594,0.0006044752,0.0008822332,0.0004539935,0.04405379,0.1354378,0.007491194,0.02580638,0.7575593],"study_design_scores_gemma":[0.0004145664,0.0009386673,0.03588405,0.000181903,0.000182471,0.002494686,0.0001306466,0.8422578,0.08451135,0.005384509,0.02740571,0.0002136617],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05078143,0.0005692397,0.8911281,0.000145074,0.00007749034,0.0004464397,0.001535582,0.05232418,0.002992474],"genre_scores_gemma":[0.2638267,0.0002493065,0.7240504,0.0001301598,0.00004024968,0.001438954,0.00231037,0.005292791,0.002661171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008830216,"threshold_uncertainty_score":0.02954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173567742180273,"score_gpt":0.2914357272687088,"score_spread":0.2797000498469061,"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."}}