{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002736439,0.001835854,0.002806795,0.000212025,0.0003236771,0.00128754,0.000744623,0.001544887,0.001742837],"category_scores_gemma":[0.003731658,0.0005136046,0.003135396,0.0004070841,0.00107769,0.001150694,0.0004675655,0.00332782,0.0002699832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007959044,"about_ca_system_score_gemma":0.0007018707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002042592,"about_ca_topic_score_gemma":0.002439235,"domain_scores_codex":[0.9984609,0.001045137,0.00005458547,0.0002102828,0.00006969953,0.0001593223],"domain_scores_gemma":[0.9974089,0.001480087,0.0004155287,0.0002206827,0.00008682247,0.0003879181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9673703,0.002556314,0.01105823,0.0002812225,0.002274603,0.0000797606,0.00005782643,0.001017816,0.001295171,0.00009396321,0.0003159597,0.01359892],"study_design_scores_gemma":[0.6292229,0.2278374,0.1173128,0.0001597496,0.01566863,0.0003529539,0.0002929205,0.004700584,0.002015079,0.0009997329,0.001322109,0.0001151013],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940304,0.004194055,0.0001796691,0.0004172366,0.0001772897,0.0001143837,0.0002556505,0.00001435802,0.0006168644],"genre_scores_gemma":[0.9974075,0.001218916,0.00017801,0.0002145581,0.0001528046,0.0000876605,0.0002845406,0.000008123752,0.0004478873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002806795,"threshold_uncertainty_score":0.01447183,"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."}}