{"id":"W2031300874","doi":"10.1378/chest.12-2355","title":"Methods for Staging Non-small Cell Lung Cancer","year":2013,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1462,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Mediastinum; Medicine; Radiology; Lung cancer; Mediastinal lymph node; Lymph node; Gold standard (test); Lymph; Cancer; Metastasis; Pathology; 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":[0.002484534,0.000652847,0.0008237754,0.004025639,0.0006748687,0.001633541,0.00115758,0.0006180215,0.004524163],"category_scores_gemma":[0.003568025,0.0005047726,0.000950672,0.002075536,0.0004103193,0.0009696849,0.0008814482,0.0007596998,0.00150648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008644776,"about_ca_system_score_gemma":0.001031996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00385536,"about_ca_topic_score_gemma":0.01022681,"domain_scores_codex":[0.9986618,0.000386486,0.0001091019,0.0001433436,0.0006013698,0.00009805718],"domain_scores_gemma":[0.9985121,0.0005082345,0.0001529645,0.0002378071,0.0005216921,0.00006714031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008211615,0.0001598971,0.1112401,0.001286084,0.0003222502,0.0001700853,0.0003895329,0.001884613,0.0352422,0.004477466,0.00983686,0.8341699],"study_design_scores_gemma":[0.0006385886,0.002492726,0.4205569,0.00190979,0.003137345,0.01333588,0.002111479,0.1046685,0.09673613,0.0336607,0.3202936,0.0004584164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1799801,0.1711456,0.5887497,0.002846814,0.003161684,0.002300715,0.006670536,0.001836628,0.04330824],"genre_scores_gemma":[0.4205666,0.03959442,0.4959516,0.0005767566,0.0009299002,0.002965934,0.004453168,0.0004005893,0.03456104],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004524163,"threshold_uncertainty_score":0.01513487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890585396533684,"score_gpt":0.3797140545510925,"score_spread":0.3508082005857557,"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."}}