{"id":"W4244334757","doi":"10.1002/9780471420194.tnmc22.pub3","title":"Pleural Mesothelioma","year":2017,"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":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Mesothelioma; Medicine; Endoscopy; Radiology; Pathology","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":[0.0000105368,0.000152364,0.0002251494,0.00007775459,0.00002783963,0.000006140721,0.00009001615,0.0001115006,0.03788394],"category_scores_gemma":[0.00002546794,0.0001176985,0.00009496274,0.00001557117,0.00008143128,0.00001218152,0.00004096749,0.00008788027,0.001201677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002687308,"about_ca_system_score_gemma":0.00003607521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008346011,"about_ca_topic_score_gemma":0.00006100312,"domain_scores_codex":[0.9994369,0.000005590434,0.00007386307,0.0001744802,0.0001928655,0.0001162658],"domain_scores_gemma":[0.9994249,0.00000757359,0.00009152187,0.0003593706,0.000004457805,0.0001121336],"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":[0.00005014874,0.000220783,0.003410227,0.00008264634,0.00007450788,0.00007328934,0.000002092094,5.980296e-8,0.00004189059,0.00001090564,0.9907535,0.005279946],"study_design_scores_gemma":[0.0004429063,0.00006417694,0.06679659,0.0003611085,0.0001167818,0.00001870987,0.000002210455,0.000009756223,0.000008684408,0.00001611001,0.9320477,0.000115295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009120772,0.00200827,0.000003259313,0.0006043177,0.0002238777,0.0002469724,0.009996939,0.0001914421,0.9858128],"genre_scores_gemma":[0.001161584,0.00023587,0.0006530988,0.0005015442,0.001362153,0.000007703994,0.007318025,0.000210148,0.9885499],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06338636,"threshold_uncertainty_score":0.999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295295296841009,"score_gpt":0.3243738816044771,"score_spread":0.301420928636067,"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."}}