{"id":"W3157370202","doi":"10.1007/s00330-021-07899-6","title":"Prognostic value of early changes in CT-measured body composition in patients receiving chemotherapy for unresectable pancreatic cancer","year":2021,"lang":"en","type":"article","venue":"European Radiology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary; Princess Margaret Cancer Centre; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Ontario Institute for Cancer Research; University of Toronto; University Health Network","funders":"","keywords":"Medicine; FOLFIRINOX; Gemcitabine; Hazard ratio; Internal medicine; Proportional hazards model; Chemotherapy; Pancreatic cancer; Oncology; Response Evaluation Criteria in Solid Tumors; Body mass index; Cancer; Gastroenterology; Confidence interval; Phases of clinical research; Oxaliplatin","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":[0.0002521098,0.0003143801,0.0003562236,0.0005575436,0.000245997,0.0005857897,0.0002646733,0.0006140932,0.001166195],"category_scores_gemma":[0.001997207,0.0001431454,0.0003453442,0.0007508733,0.000265459,0.0004029808,0.0003158188,0.0008207744,0.0001697281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003107219,"about_ca_system_score_gemma":0.0002634771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864071,"about_ca_topic_score_gemma":0.002603224,"domain_scores_codex":[0.9998575,0.00003633517,0.00001719009,0.00002453038,0.00002607853,0.00003825992],"domain_scores_gemma":[0.998647,0.0004049257,0.0004779336,0.00006079716,0.0001086671,0.0003006234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004328147,0.00003428586,0.9974697,0.000005688591,0.00003387417,0.00007598892,0.00001174966,0.00007659689,0.0002591088,0.000005718594,0.00003676175,0.001557731],"study_design_scores_gemma":[0.000008635379,0.0001464778,0.9988804,0.000004903863,0.000037238,0.0002260958,0.00004695376,0.000382993,0.0001405748,0.00001555721,0.000106147,0.000004015085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983782,0.0006413768,0.00007182603,0.00009813457,0.00002522009,0.000004227848,0.0001637904,0.000005517998,0.0006117708],"genre_scores_gemma":[0.9994699,0.0001150462,0.00005247698,0.00002608665,0.00002082191,0.000002536528,0.000173509,0.000001614411,0.0001379831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001864071,"threshold_uncertainty_score":0.003901303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03198190874782039,"score_gpt":0.3129075946291594,"score_spread":0.280925685881339,"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."}}