{"id":"W2901988630","doi":"10.1016/j.lungcan.2018.11.032","title":"Molecular pathways and diagnosis in malignant mesothelioma: A review of the 14th International Conference of the International Mesothelioma Interest Group","year":2018,"lang":"en","type":"review","venue":"Lung Cancer","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Mesothelioma; Medicine; Peritoneal mesothelioma; Grading (engineering); Interest group; Oncology; Pathology; BAP1; 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":[0.001646341,0.0009631109,0.002014059,0.003797525,0.0002803117,0.001562187,0.00102707,0.00136941,0.002363369],"category_scores_gemma":[0.002121859,0.0003865055,0.001195249,0.003110025,0.0004842922,0.00194806,0.00122279,0.002005171,0.0007360448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008368085,"about_ca_system_score_gemma":0.002103891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460528,"about_ca_topic_score_gemma":0.003342289,"domain_scores_codex":[0.9995864,0.00008394688,0.00009494628,0.00006860568,0.000130394,0.00003570789],"domain_scores_gemma":[0.9985668,0.0007982939,0.0001877319,0.0000245068,0.0003491119,0.00007352246],"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":[0.0001958391,0.00009758631,0.0008558882,0.06243958,0.0004610467,0.0003593129,0.000121752,0.000418611,0.001890363,0.002689989,0.05927337,0.8711967],"study_design_scores_gemma":[0.00005798123,0.0001514844,0.002686181,0.02289853,0.00104092,0.001389963,0.0001630794,0.000181023,0.0006109496,0.002007634,0.968762,0.00005028785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003633633,0.9993319,0.0000404633,0.0002852601,0.0001748918,0.00000319712,0.00001763158,0.000001733395,0.0001085223],"genre_scores_gemma":[0.0002794099,0.9990479,0.0001023236,0.0002533263,0.0001935128,0.000003376149,0.00002892927,5.219315e-7,0.00009073214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003797525,"threshold_uncertainty_score":0.008706808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0512192172797557,"score_gpt":0.339361005523755,"score_spread":0.2881417882439993,"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."}}