{"id":"W2971416747","doi":"10.1038/s41379-019-0352-3","title":"Localized malignant mesothelioma, an unusual and poorly characterized neoplasm of serosal origin: best current evidence from the literature and the International Mesothelioma Panel","year":2019,"lang":"en","type":"review","venue":"Modern Pathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University Health Network","funders":"National Cancer Institute","keywords":"Medicine; Mesothelioma; Histopathology; Pathology; Neoplasm; Immunophenotyping; Radiology","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":[0.0007025191,0.000623243,0.001662198,0.00339746,0.0002002797,0.0009962854,0.0006461602,0.0007227947,0.002062222],"category_scores_gemma":[0.001140159,0.0002084525,0.0004847387,0.003301325,0.000357072,0.001078005,0.0005984973,0.0009667008,0.0008623543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003305026,"about_ca_system_score_gemma":0.001314251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104577,"about_ca_topic_score_gemma":0.003011566,"domain_scores_codex":[0.9997497,0.00003086094,0.00007329203,0.00005282613,0.00007622023,0.00001702768],"domain_scores_gemma":[0.9991629,0.0004173745,0.0001855049,0.00002067808,0.0001567873,0.00005679977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009303967,0.00002668752,0.0008554443,0.03658698,0.0001766421,0.0006984191,0.00006374296,0.000153361,0.001679476,0.0007456559,0.02248554,0.936435],"study_design_scores_gemma":[0.00003357252,0.0001300612,0.006215299,0.01910754,0.001045099,0.01045658,0.0001773419,0.000112703,0.0007373614,0.001031402,0.9609104,0.00004253519],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009506717,0.9993807,0.0000344525,0.0001237486,0.0000765795,0.000001641901,0.00001949639,0.000002339508,0.000265917],"genre_scores_gemma":[0.000690166,0.9988452,0.00007563948,0.0001201228,0.0001159072,0.000001606525,0.00003664617,5.920151e-7,0.0001140636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00339746,"threshold_uncertainty_score":0.00689888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09042821524082122,"score_gpt":0.3496694527682425,"score_spread":0.2592412375274213,"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."}}