{"id":"W1992659718","doi":"10.1155/2015/590148","title":"Malignant Pleural Mesothelioma Outcomes in the Era of Combined Platinum and Folate Antimetabolite Chemotherapy","year":2015,"lang":"en","type":"article","venue":"Lung Cancer International","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Queen's University; University of Ottawa","funders":"","keywords":"Antimetabolite; Medicine; Chemotherapy; Mesothelioma; Internal medicine; Gemcitabine; Oncology; Surgery; 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":[0.00007606313,0.00008064326,0.0001482617,0.00004648726,0.00001286444,0.00001011271,0.00008583364,0.00002208607,0.0001874976],"category_scores_gemma":[0.00001666118,0.00005099461,0.00004320978,0.00005710502,0.00005435078,0.00007246476,0.00002274228,0.00006640655,0.000002978785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005252776,"about_ca_system_score_gemma":0.00003816803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002430194,"about_ca_topic_score_gemma":0.00002048567,"domain_scores_codex":[0.9992853,0.00001740814,0.0001771836,0.0001119159,0.0003260316,0.00008218362],"domain_scores_gemma":[0.9997449,0.00003583188,0.00006290864,0.00008150314,0.00002988841,0.00004498778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004710449,0.0001431613,0.995138,0.00001503702,0.0001103347,0.000007388939,0.000568035,0.00002663356,0.0006795382,0.0007586713,0.0006235311,0.001458652],"study_design_scores_gemma":[0.002580768,0.00007723343,0.9935502,0.00005892408,0.00003559832,0.00000963242,0.0001042652,0.00182219,0.0005504514,0.0003565776,0.0007969214,0.00005728276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926204,0.0008457745,0.00001215701,0.004742731,0.0001831109,0.0001713989,0.00009625414,0.00000693694,0.001321208],"genre_scores_gemma":[0.9976233,0.000146878,0.0001576899,0.00136356,0.0000711593,0.00002433241,0.00004462584,0.000007365056,0.0005611409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00500282,"threshold_uncertainty_score":0.20795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612853762688279,"score_gpt":0.3149384649421962,"score_spread":0.2988099273153134,"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."}}