{"id":"W1972393576","doi":"10.1016/j.jtcvs.2006.06.044","title":"Impact of lymph node metastasis on outcome after extrapleural pneumonectomy for malignant pleural mesothelioma","year":2006,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Extrapleural Pneumonectomy; Pneumonectomy; Mesothelioma; Lymph node metastasis; Metastasis; Pleural disease; Radiology; Oncology; Respiratory disease; Lung cancer; Pathology; Internal medicine; Lung; Cancer","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":[0.0004945358,0.0002949549,0.0004315184,0.000427181,0.0004483942,0.0005572601,0.0004089602,0.000575442,0.001516409],"category_scores_gemma":[0.002201976,0.0001135761,0.0008103846,0.0003917557,0.0004419113,0.000590756,0.0004868692,0.0007233756,0.0002259752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005941041,"about_ca_system_score_gemma":0.0003934242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002043924,"about_ca_topic_score_gemma":0.005499353,"domain_scores_codex":[0.9996637,0.00007710139,0.00003952323,0.00004184006,0.00005499463,0.0001228139],"domain_scores_gemma":[0.998418,0.0005035615,0.0003205029,0.0000552874,0.00009124006,0.0006113449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004452496,0.0002585261,0.975548,0.00005622111,0.0002970769,0.002912075,0.0001014707,0.0007898859,0.002202628,0.00006828787,0.0003947952,0.01291852],"study_design_scores_gemma":[0.00005299706,0.001267912,0.9954858,0.00001179749,0.0001977269,0.001783648,0.0001407767,0.0004588779,0.0002691513,0.0001029455,0.0002154492,0.00001283728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979177,0.0008303367,0.00005765603,0.0001627471,0.00003835639,0.000004321469,0.000109366,0.000003997769,0.0008755688],"genre_scores_gemma":[0.9994316,0.0001460117,0.00001725275,0.00003871524,0.00004972723,0.000002809126,0.0001488753,0.000001599062,0.0001635372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002043924,"threshold_uncertainty_score":0.005072892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396835439988551,"score_gpt":0.3078339566873775,"score_spread":0.283865602287492,"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."}}