{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001741024,0.0002422937,0.000705505,0.0001024698,0.00002203962,0.00001053804,0.000555819,0.00009294664,0.0007363423],"category_scores_gemma":[0.0001210353,0.0001275269,0.0003936652,0.0002274581,0.000266608,0.00004775721,0.0004040853,0.0001659932,0.000002914131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413621,"about_ca_system_score_gemma":0.000215981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001085667,"about_ca_topic_score_gemma":0.00006610716,"domain_scores_codex":[0.9983556,0.0001055731,0.0006163024,0.0003061668,0.0004939236,0.0001224243],"domain_scores_gemma":[0.9989057,0.00007162427,0.0005191665,0.0003673166,0.00008549492,0.00005066892],"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":[0.000273245,0.00172712,0.2540435,0.2770796,0.003794075,0.00008207771,0.0003864188,0.000002138567,0.0004670062,0.01371524,0.01790593,0.4305236],"study_design_scores_gemma":[0.0006941986,0.00007235321,0.02450094,0.4930555,0.001831906,0.00005803091,0.0000214261,0.00005563804,0.000284052,0.000155758,0.4789833,0.0002868247],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002695401,0.9933259,0.000002838173,0.0008885086,0.0006336642,0.0009081227,0.0006586446,0.000005173585,0.0008816858],"genre_scores_gemma":[0.01551062,0.9831612,0.00002888065,0.0005876973,0.0001222666,0.0003783461,0.0000634243,0.00002616387,0.0001214694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4610774,"threshold_uncertainty_score":0.8062432,"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."}}