{"id":"W2998608206","doi":"10.1002/9780471420194.tnmc22.pub2","title":"Pleural Mesothelioma","year":2010,"lang":"en","type":"other","venue":"TNM Online","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Grading (engineering); Pathological; Distant metastasis; Medicine; Lymph node metastasis; Stage (stratigraphy); Mesothelioma; Metastasis; Pathology; Lymph node; Cancer; Oncology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001033465,0.0001555319,0.0002063748,0.00009703868,0.0000127204,0.000003399124,0.00005891465,0.0001743004,0.11342],"category_scores_gemma":[0.00001756672,0.0001194254,0.00008979472,0.00004342745,0.00006783795,0.000008193919,0.00003026575,0.0001808322,0.001409512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000173314,"about_ca_system_score_gemma":0.00003333623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006002182,"about_ca_topic_score_gemma":0.000104524,"domain_scores_codex":[0.999404,0.000005382033,0.00009813266,0.0001745496,0.0001990583,0.0001189404],"domain_scores_gemma":[0.9995733,0.00001045967,0.00005541422,0.0002306624,0.000004745803,0.0001253985],"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":[0.00005464626,0.0003738614,0.003579707,0.00008007491,0.00006294389,0.00005072165,0.000003189364,5.761497e-8,0.0004242896,0.00002440246,0.9904561,0.004890015],"study_design_scores_gemma":[0.0004069403,0.00006360303,0.04915703,0.0001314186,0.0001045675,0.00002459199,0.00000373691,0.00001030362,0.0000261498,0.00002057018,0.9499302,0.0001209103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005703731,0.001255564,0.000004976471,0.0009973475,0.0004327365,0.0003830646,0.01307425,0.0003762451,0.9777721],"genre_scores_gemma":[0.001187781,0.00009010944,0.001769292,0.0009159613,0.001614329,0.00000889518,0.009019857,0.0002727397,0.985121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1120105,"threshold_uncertainty_score":0.999368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115276051621258,"score_gpt":0.2862317023186379,"score_spread":0.2750789418024254,"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."}}