{"id":"W2915844014","doi":"10.14740/gr1141","title":"Malignant Peritoneal Mesothelioma Without Asbestos Exposure","year":2019,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Mesothelioma; Medicine; Peritoneal mesothelioma; Pathology; Metallurgy; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003262502,0.0001155359,0.0002253656,0.0001769731,0.00007942928,0.00001246267,0.000131367,0.00007476238,0.00198478],"category_scores_gemma":[0.00002408124,0.00009163206,0.0000852224,0.00009403472,0.0002529245,0.00005834353,0.0001343082,0.0003058898,0.00185594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007380747,"about_ca_system_score_gemma":0.0000509944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002717959,"about_ca_topic_score_gemma":0.000009287854,"domain_scores_codex":[0.9982036,0.0001599295,0.000172026,0.0003433924,0.0005697212,0.0005513061],"domain_scores_gemma":[0.9993159,0.00003569388,0.00002467911,0.0003337876,0.0000607583,0.000229158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002351465,0.0003035704,0.9753718,0.00005054848,0.00005525298,0.00007853552,0.00004636103,0.000004174675,0.02029058,0.00005701013,0.001135317,0.0002553778],"study_design_scores_gemma":[0.001570469,0.002165327,0.993744,0.00004101171,0.00001913675,0.0002633854,0.0001353731,0.0000766901,0.0005079465,0.00004221622,0.001387787,0.0000466503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953986,0.0001201628,0.000008854636,0.00140003,0.00009987451,0.0004504025,0.00002261269,0.00003271676,0.002466775],"genre_scores_gemma":[0.9941111,0.00002445009,0.000246786,0.0005957168,0.0001417729,0.00005677484,0.00005991178,0.00002256385,0.004740898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01978264,"threshold_uncertainty_score":0.9989275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03244916961098921,"score_gpt":0.3455062318641572,"score_spread":0.313057062253168,"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."}}