{"id":"W2752964876","doi":"10.1016/s1470-2045(17)30459-x","title":"Radiotherapy for the treatment of malignant pleural mesothelioma","year":2017,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Extrapleural Pneumonectomy; Radiation therapy; Medicine; Mesothelioma; Decortication; Pleural disease; Oncology; Radiology; Pneumonectomy; Internal medicine; Lung; Respiratory disease; Lung cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001673326,0.0001938452,0.001484939,0.00002648786,0.0001271701,0.000005926827,0.0002724369,0.0001132989,0.0001255675],"category_scores_gemma":[0.0000191205,0.00007141013,0.0005233361,0.00002520045,0.0002654983,0.00000973581,0.00001675389,0.00006114706,0.00001984303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624776,"about_ca_system_score_gemma":0.0001833967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002683645,"about_ca_topic_score_gemma":0.000008549057,"domain_scores_codex":[0.999198,0.00009969206,0.000257692,0.0001578244,0.0001014498,0.000185355],"domain_scores_gemma":[0.9982994,0.0007015688,0.0003311136,0.0006186338,0.00001111896,0.00003821735],"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":[0.0004451526,0.0002925307,0.00009778778,0.001506428,0.0008400033,0.000009897804,0.00006014596,6.850045e-7,0.000002320428,0.0003407802,0.002875552,0.9935287],"study_design_scores_gemma":[0.001331263,0.001795474,0.001180938,0.0005552112,0.002205044,0.00008711909,0.000008467438,0.000009980267,0.000002504619,0.00008731649,0.9926649,0.00007180407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000627435,0.994368,0.00001131997,0.002745854,0.0002516663,0.001657794,0.0003411264,0.00001082202,0.0005507153],"genre_scores_gemma":[0.00004480536,0.9951575,0.0001769849,0.0002598858,0.001187896,0.0005986508,0.0001207263,0.00002625434,0.002427268],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9934569,"threshold_uncertainty_score":0.2912021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.27779452603899,"score_gpt":0.4839401061451373,"score_spread":0.2061455801061473,"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."}}