{"id":"W3048133056","doi":"10.1097/mpa.0000000000001629","title":"Symptom Burden of Nonresected Pancreatic Adenocarcinoma","year":2020,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Manitoba; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Psychological intervention; Anorexia; Comorbidity; Disease; Retrospective cohort study; Internal medicine; Pediatrics; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006096566,0.0001941796,0.001397975,0.0001043463,0.00005334155,0.000009383844,0.0001883626,0.0001562406,0.001769394],"category_scores_gemma":[0.003167273,0.0001529087,0.0002163532,0.0004412496,0.0002053985,0.00005147632,0.00009251013,0.0003173167,0.0003268052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005141961,"about_ca_system_score_gemma":0.0003897357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005360417,"about_ca_topic_score_gemma":0.000002672664,"domain_scores_codex":[0.9978371,0.0003005005,0.0006182445,0.0003410233,0.0005018472,0.0004012655],"domain_scores_gemma":[0.9979035,0.0007625454,0.0001724188,0.0003894416,0.0002417829,0.0005302926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001093801,0.000123702,0.9641122,0.0005438809,0.0006753034,0.0001970108,0.001728881,0.000002652409,0.02524292,0.0006868038,0.004080687,0.001512173],"study_design_scores_gemma":[0.004267474,0.001953582,0.9718719,0.0003190662,0.001701674,0.000208401,0.001023124,0.009045174,0.005234779,0.0002435155,0.003844469,0.0002868864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678269,0.002194767,0.0004606039,0.004331735,0.00003374131,0.0006417247,0.00002350782,0.00009953348,0.0243875],"genre_scores_gemma":[0.995733,0.000234324,0.001931127,0.0005540606,0.000449138,0.00004743829,0.00003414571,0.00003234792,0.0009844381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0279061,"threshold_uncertainty_score":0.9991431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04525899266743862,"score_gpt":0.3167937866920432,"score_spread":0.2715347940246046,"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."}}