{"id":"W1562298791","doi":"10.1002/9780471420194.tnmc20.pub2","title":"Lung and Pleural Tumours","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Lung; Lung cancer; Nodule (geology); Pleural effusion; Carcinoma; Malignant pleural effusion; Stage (stratigraphy); Radiology; Lobe; TNM staging system; Pathology; Internal medicine; Neoplasm staging; Biology","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":[0.0002584237,0.0003477865,0.0002741714,0.002018874,0.000300226,0.0007765574,0.0002921879,0.0004912677,0.02612727],"category_scores_gemma":[0.00106977,0.0000800354,0.000371474,0.001853459,0.0005109693,0.0005381926,0.0007256126,0.0006881442,0.006327864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003372719,"about_ca_system_score_gemma":0.0004995255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002050874,"about_ca_topic_score_gemma":0.003236922,"domain_scores_codex":[0.9996564,0.00005011433,0.00003913493,0.00004768109,0.0001056263,0.0001010778],"domain_scores_gemma":[0.9995883,0.0000760712,0.00008291698,0.00004628063,0.00006830622,0.0001380845],"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":[0.0005943372,0.0001947556,0.1592457,0.001810294,0.0001021384,0.02032162,0.000461656,0.0004824038,0.006262566,0.03362929,0.1193594,0.6575359],"study_design_scores_gemma":[0.00006531566,0.0001562622,0.2757489,0.0007082409,0.00006616712,0.08306648,0.0003683912,0.0003549077,0.001349927,0.01005883,0.6280257,0.0000310385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1483061,0.1431571,0.005253337,0.005966653,0.004331877,0.0002919896,0.01401807,0.0003090233,0.6783658],"genre_scores_gemma":[0.6687173,0.04865666,0.006181521,0.004791782,0.00523273,0.0002430475,0.01457077,0.0002123586,0.2513939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02612727,"threshold_uncertainty_score":0.08740443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093781853636803,"score_gpt":0.3105541584771419,"score_spread":0.2996163399407739,"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."}}