{"id":"W1988197453","doi":"10.1097/jto.0b013e318220c912","title":"Positron Emission Tomography-Computed Tomography Compared with Invasive Mediastinal Staging in Non-small Cell Lung Cancer: Results of Mediastinal Staging in the Early Lung Positron Emission Tomography Trial","year":2011,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Clinical Oncology Group; Juravinski Cancer Centre; Sunnybrook Health Science Centre; Toronto General Hospital; McMaster University; London Health Sciences Centre; University of Toronto; Western University; University of Ottawa; Hamilton Health Sciences; University Health Network; Ottawa Hospital","funders":"","keywords":"Mediastinoscopy; Medicine; Mediastinum; Radiology; Positron emission tomography; Thoracotomy; Lung cancer; Mediastinal lymph node; Lung cancer staging; Stage (stratigraphy); Nuclear medicine; Cancer; Metastasis; Surgery; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002027266,0.0005112765,0.001502072,0.001859145,0.0001299938,0.00003718406,0.0005487832,0.0002722157,0.0000289875],"category_scores_gemma":[0.00008954107,0.0003294781,0.0004726669,0.001703815,0.0002130145,0.0002639736,0.0001018998,0.0012526,2.985104e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007503654,"about_ca_system_score_gemma":0.001127355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001939228,"about_ca_topic_score_gemma":0.0007714051,"domain_scores_codex":[0.9950759,0.0008167651,0.001846589,0.0005555133,0.0009643956,0.0007407859],"domain_scores_gemma":[0.9956028,0.0009459914,0.002068809,0.0004253659,0.0005382515,0.0004187611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1300309,0.003405853,0.8337541,0.000620386,0.0005041829,0.00187245,0.01798222,0.0001294059,0.004670905,0.000002526858,0.0009706171,0.006056524],"study_design_scores_gemma":[0.06050571,0.01554495,0.878346,0.008214503,0.002037761,0.0002973406,0.003432852,0.0005204044,0.03053547,0.00004724038,0.00006322016,0.000454499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928997,0.002589322,0.0002066173,0.001134163,0.0007187394,0.001634288,0.00004259839,0.00002029779,0.0007543266],"genre_scores_gemma":[0.9943087,0.0003986215,0.004482736,0.0001761838,0.0004588829,0.00008665809,0.00003150655,0.00004486553,0.00001181801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06952517,"threshold_uncertainty_score":0.9999157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098465753425711,"score_gpt":0.3382610234999315,"score_spread":0.3172763659656744,"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."}}