{"id":"W3185100952","doi":"10.3390/curroncol28040244","title":"Symptom Burden of Patients with Advanced Pancreas Cancer (APC): A Provincial Cancer Institute Observational Study","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Nausea; Internal medicine; Quality of life (healthcare); Cancer; Disease; Observational study; Burden of disease; Disease burden","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00007658535,0.0001769441,0.000518524,0.00006351583,0.00005704968,0.000005765567,0.00009531654,0.00007880488,0.0004201638],"category_scores_gemma":[0.00007575526,0.0001461424,0.00007124326,0.0003536314,0.0001106753,0.0001135321,0.00006289803,0.0002421553,0.000002879084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004911034,"about_ca_system_score_gemma":0.002885611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162955,"about_ca_topic_score_gemma":0.01968583,"domain_scores_codex":[0.998509,0.0000801996,0.0003310658,0.0003834493,0.0004495296,0.0002467283],"domain_scores_gemma":[0.9983307,0.00004614112,0.000194825,0.0002509484,0.001049478,0.0001279282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001088223,0.001485402,0.8962682,0.0001879648,0.0001769629,0.00002414293,0.002932796,0.0001171981,0.0000745806,0.00008170293,0.0002899723,0.09727278],"study_design_scores_gemma":[0.007371474,0.001219037,0.8853285,0.0002953195,0.000409436,0.00000283163,0.001396702,0.00003588552,0.0001717817,0.0000196662,0.1035549,0.000194411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926178,0.002090877,0.00002447703,0.0005596071,0.003194931,0.0008622082,0.0002228002,0.00003045273,0.0003968293],"genre_scores_gemma":[0.9979391,0.0002050629,0.00004005085,0.0001403865,0.0006563131,0.0005871047,0.0002514888,0.00002051487,0.0001599559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.103265,"threshold_uncertainty_score":0.9982023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10611025838268,"score_gpt":0.4086496745308077,"score_spread":0.3025394161481277,"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."}}