{"id":"W2984019862","doi":"10.1002/cam4.2704","title":"Are population‐based patient‐reported outcomes associated with overall survival in patients with advanced pancreatic cancer?","year":2019,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; University of Calgary; St. Michael's Hospital; Health Sciences Centre; Canadian Centre for Applied Research in Cancer Control; Cancer Care Ontario","funders":"Canadian Cancer Society Research Institute; Canadian Centre for Applied Research in Cancer Control","keywords":"Medicine; Hazard ratio; Internal medicine; Proportional hazards model; Cohort; Cancer; Pancreatic cancer; Population; Chemotherapy; Cohort study; Confidence interval","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":[0.0002485352,0.0003473531,0.001511054,0.0002818344,0.00006416372,0.000006406534,0.0001112392,0.0001490809,0.001330139],"category_scores_gemma":[0.0005370277,0.0002098817,0.00005010136,0.0006344289,0.000148705,0.0001158112,0.00002397075,0.0003970903,0.000007816803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009837063,"about_ca_system_score_gemma":0.0005334826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002827919,"about_ca_topic_score_gemma":0.002111181,"domain_scores_codex":[0.9970483,0.0001267921,0.0005941516,0.0005250144,0.001128396,0.000577312],"domain_scores_gemma":[0.9977332,0.0003564572,0.000622572,0.0004974262,0.0005201671,0.0002701546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002569644,0.0003484817,0.9944847,0.0001422904,0.0004303439,0.00007843757,0.0001992412,0.00025705,0.00002356164,0.000008493538,0.0001752865,0.001282442],"study_design_scores_gemma":[0.02739821,0.002004443,0.9663303,0.002816465,0.0004583391,0.00000128028,0.0001927294,0.0004044542,0.00001026839,0.00001238828,0.0001209574,0.0002501724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994369,0.0003957592,0.00001265736,0.001886717,0.000272723,0.001848951,0.00003720082,0.00007398774,0.001103063],"genre_scores_gemma":[0.9963955,0.00004863282,0.0001001263,0.001582252,0.00005839739,0.000320571,0.0002885644,0.00005812207,0.001147891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02815443,"threshold_uncertainty_score":0.9995828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869775165107251,"score_gpt":0.3381664789723472,"score_spread":0.3094687273212747,"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."}}