{"id":"W2982277699","doi":"10.1159/000503239","title":"Diagnostic Value of Computed Tomography Imaging Features in Malignant Pleural Mesothelioma","year":2019,"lang":"en","type":"article","venue":"Respiration","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Thoracentesis; Mesothelioma; Thoracoscopy; Pleural effusion; Pleural disease; Context (archaeology); Nuclear medicine; Radiology; Lung; Internal medicine; Respiratory disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001041591,0.0004097745,0.0002809817,0.002056588,0.0003044777,0.0006707733,0.0005020241,0.0005280655,0.001541566],"category_scores_gemma":[0.01014117,0.0002269503,0.0004049516,0.0009606009,0.0005381541,0.0005620053,0.0004416578,0.0005898612,0.0002598022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003298485,"about_ca_system_score_gemma":0.0003671672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339984,"about_ca_topic_score_gemma":0.00148776,"domain_scores_codex":[0.9992979,0.000222624,0.0001194296,0.00008769942,0.0001812007,0.00009117905],"domain_scores_gemma":[0.9922022,0.002886556,0.003091211,0.0002842924,0.0006246688,0.0009110494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005512856,0.000008819366,0.9989942,0.000005765091,0.00001125089,0.0001833087,0.00001060962,0.00003086362,0.0001141085,0.000004859168,0.00002358524,0.0005574963],"study_design_scores_gemma":[0.000005285654,0.00006129083,0.9960752,0.00001470054,0.00004276514,0.00288307,0.00009527647,0.0005060653,0.000185193,0.00002421533,0.0001032052,0.000003753992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982533,0.0008308338,0.00008277498,0.0001275574,0.00001185814,0.000007011443,0.000136172,0.000005994752,0.000544409],"genre_scores_gemma":[0.9996525,0.0001085318,0.00009617954,0.0000106241,0.00001737167,0.000002521795,0.00009320583,9.732868e-7,0.00001817179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002056588,"threshold_uncertainty_score":0.005508542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00603898022934382,"score_gpt":0.242924324296362,"score_spread":0.2368853440670182,"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."}}