{"id":"W2003901423","doi":"10.1097/01.jto.0000283006.34791.31","title":"E05-06: Clinical staging of small cell lung cancer: report of the International Association for the Study of Lung Cancer Staging Initiative, Small Cell Lung Cancer Subcommittee","year":2007,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; TNM staging system; Lung cancer; Stage (stratigraphy); Oncology; Internal medicine; Lung cancer staging; Pleural effusion; Cancer; Radiology; Neoplasm staging; Mediastinoscopy","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":[],"consensus_categories":[],"category_scores_codex":[0.009323629,0.000261948,0.001296986,0.0003241042,0.0001832084,0.00001703529,0.0007582377,0.0002056777,0.00008112512],"category_scores_gemma":[0.001707479,0.0001677647,0.000453438,0.0004920057,0.0002117316,0.0001410457,0.0003811656,0.001270558,1.120832e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00341166,"about_ca_system_score_gemma":0.003569384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933143,"about_ca_topic_score_gemma":0.004260346,"domain_scores_codex":[0.9947023,0.0005726335,0.002591894,0.0003337094,0.001262937,0.0005364665],"domain_scores_gemma":[0.9860873,0.003818623,0.005920211,0.000413542,0.003617873,0.0001424876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002183835,0.001151967,0.9683251,0.000935715,0.00286006,0.00010148,0.005512762,0.0008786487,0.001909866,0.000004806671,0.0101727,0.005963044],"study_design_scores_gemma":[0.007477462,0.001846944,0.9447403,0.001515057,0.005374431,0.00004043688,0.01115544,0.004060602,0.01621654,0.00002900458,0.007259143,0.0002846521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775502,0.007365985,0.0009345444,0.007836018,0.003018867,0.001863378,0.00009801618,0.000009402302,0.001323611],"genre_scores_gemma":[0.9927139,0.003226767,0.0007369764,0.0004028176,0.001255764,0.0001154601,0.000003545177,0.00004386836,0.00150086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02358483,"threshold_uncertainty_score":0.8921373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07672109753829616,"score_gpt":0.5107732582045514,"score_spread":0.4340521606662553,"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."}}