{"id":"W2998282149","doi":"10.1002/9780471420194.tnmc20.pub3","title":"Lung, Pleural, and Thymic Tumours","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Lung; Medicine; Pathology; General surgery; 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":[0.0001954681,0.0004478488,0.0002740039,0.001588583,0.000365922,0.0008651476,0.0002538934,0.0003781192,0.02319946],"category_scores_gemma":[0.0005700841,0.0000907444,0.0003204363,0.001123549,0.0004744014,0.0006755171,0.0005818947,0.0009951148,0.008100784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507675,"about_ca_system_score_gemma":0.0007162709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247476,"about_ca_topic_score_gemma":0.00247684,"domain_scores_codex":[0.9998069,0.00002238888,0.00002346845,0.00002433291,0.00006631084,0.00005657388],"domain_scores_gemma":[0.9997745,0.00003923814,0.00003723789,0.00001289367,0.00003377305,0.0001024084],"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":[0.0001806821,0.00009858493,0.01963473,0.001228502,0.00003373788,0.01284122,0.0001773923,0.0003637371,0.009340495,0.01226091,0.1605228,0.7833171],"study_design_scores_gemma":[0.00002125632,0.0001242038,0.0384374,0.0010966,0.00003028118,0.08552893,0.0002990702,0.0002550436,0.002343649,0.00651221,0.8653234,0.0000281728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04722425,0.3771337,0.006762295,0.01226128,0.008076437,0.0002025155,0.00517843,0.0006921067,0.542469],"genre_scores_gemma":[0.2741154,0.3034862,0.01213858,0.008560287,0.01719373,0.0001407265,0.008306134,0.0004631786,0.3755957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02319946,"threshold_uncertainty_score":0.07760996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866941593203605,"score_gpt":0.3361737697354284,"score_spread":0.3175043538033924,"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."}}