{"id":"W2981585990","doi":"10.1016/j.jtho.2019.08.529","title":"MA05.01 Second or Third Line Anti-PD-1 Therapy After Multimodality Therapy Including Total Pleurectomy in Malignant Pleural Mesothelioma","year":2019,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; Pemetrexed; Nivolumab; Decortication; Radiation therapy; Pembrolizumab; Mesothelioma; Surgery; Radiology; Chemotherapy; Internal medicine; Immunotherapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002872427,0.0002088773,0.0005825831,0.0002787428,0.0002743124,0.0004194565,0.00035547,0.0003026108,0.001228792],"category_scores_gemma":[0.0003556301,0.00008195964,0.0006267026,0.0001890262,0.000164631,0.0002821465,0.0001869,0.0006824993,0.0002632346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000396965,"about_ca_system_score_gemma":0.0003413229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004868523,"about_ca_topic_score_gemma":0.002070191,"domain_scores_codex":[0.9998732,0.00002414617,0.00001436233,0.00002617115,0.00001831271,0.00004389469],"domain_scores_gemma":[0.9998795,0.00002466924,0.00001994323,0.00001534778,0.00001070863,0.00004981338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03901936,0.004457742,0.08010242,0.001651812,0.001798951,0.009571671,0.0004434647,0.004977399,0.08456008,0.001560388,0.01497112,0.7568855],"study_design_scores_gemma":[0.008988756,0.09686924,0.6832885,0.0006364027,0.003615048,0.03876938,0.0004800751,0.01496816,0.05249613,0.00206436,0.0976855,0.0001384676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709057,0.02027597,0.0009144229,0.0007108396,0.0004724865,0.0001267128,0.0003633176,0.0001076852,0.006122843],"genre_scores_gemma":[0.9955775,0.001956334,0.0003901976,0.0002896777,0.00008606674,0.00005031117,0.0004125654,0.000005471775,0.001231869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001228792,"threshold_uncertainty_score":0.004110694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048503298205606,"score_gpt":0.4014349514533225,"score_spread":0.3609499184712665,"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."}}