{"id":"W2031569728","doi":"10.1097/jto.0b013e3181f1906d","title":"The Seventh Tumor, Node, Metastasis Staging System and Lung Cancer Treatment Choices: A Matter of Would, Could, and Should","year":2010,"lang":"en","type":"letter","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Lung cancer; Lung cancer staging; Stage (stratigraphy); Cancer staging; Scopus; Cancer; TNM staging system; Oncology; Radiology; Internal medicine; MEDLINE; Neoplasm staging","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":[0.002612432,0.0004988698,0.001208866,0.0004810111,0.003878553,0.002529209,0.001199066,0.04724843,0.00636722],"category_scores_gemma":[0.01512967,0.0006594876,0.0009671117,0.0005896586,0.0019993,0.003426341,0.001214486,0.04305552,0.003932545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006159454,"about_ca_system_score_gemma":0.006053665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01556675,"about_ca_topic_score_gemma":0.05242126,"domain_scores_codex":[0.9975696,0.000906172,0.0003055571,0.0002696465,0.0005191474,0.0004298124],"domain_scores_gemma":[0.9943144,0.002793992,0.0004392843,0.000123398,0.0008866753,0.001442234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001905166,0.0001252729,0.006595636,0.00005475681,0.00002317753,0.003908897,0.0002897188,0.000206938,0.0003001572,0.003716258,0.9655117,0.01907701],"study_design_scores_gemma":[0.0004037914,0.0002875631,0.0106122,0.0008768855,0.0001002272,0.01701726,0.003069342,0.003430617,0.0005076611,0.0226198,0.9408628,0.0002118133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008088892,0.0003589778,0.00003978212,0.9927202,0.00422139,0.000003458479,0.00002697316,0.000004231679,0.001815966],"genre_scores_gemma":[0.01292328,0.001064336,0.0004116377,0.9584259,0.01909048,0.00002707414,0.00004892705,0.00001317356,0.007995176],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04724843,"threshold_uncertainty_score":0.04469019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840161978444769,"score_gpt":0.4057899325473778,"score_spread":0.3773883127629301,"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."}}