{"id":"W2395580761","doi":"10.1007/s10552-016-0761-2","title":"The McGill Brisbane Symptom Score in relation to survival in pancreatic adenocarcinoma: a validation study","year":2016,"lang":"en","type":"article","venue":"Cancer Causes & Control","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"Australian National University","keywords":"Medicine; Pancreatic cancer; Proportional hazards model; Internal medicine; Adenocarcinoma; Cancer; Pancreaticoduodenectomy; Hazard ratio; Survival analysis; Oncology; Pancreas; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0009837114,0.0001557127,0.0005371636,0.0001927759,0.0001060128,0.00001186988,0.0001303691,0.00009048394,0.00009096433],"category_scores_gemma":[0.000869711,0.00009024881,0.00004516902,0.0003738006,0.00007583497,0.00009664564,0.00003506591,0.0001884282,0.00006178208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007676028,"about_ca_system_score_gemma":0.0003014856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002003886,"about_ca_topic_score_gemma":0.005399659,"domain_scores_codex":[0.9980068,0.0003782148,0.0004568829,0.0003455391,0.0003805108,0.0004320529],"domain_scores_gemma":[0.998081,0.001165184,0.00008663182,0.0003787576,0.0001474892,0.0001409012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001174894,0.0001662437,0.9923367,0.00001633097,0.0001008127,0.00007040724,0.0003719029,0.00001271217,0.001603242,0.0001472986,0.0001628048,0.003836669],"study_design_scores_gemma":[0.009928885,0.0006176175,0.987764,0.0002650639,0.0001832199,0.000006347254,0.0003256563,0.0001702798,0.00007742416,0.0001059343,0.0004477743,0.0001078064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903741,0.0008293249,0.0001369842,0.005665323,0.0001703092,0.002401063,0.00003449938,0.00002730561,0.0003611202],"genre_scores_gemma":[0.9970821,0.0002580733,0.00001188094,0.0002942001,0.0001435451,0.001007999,0.000002763309,0.0000220829,0.001177392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008753991,"threshold_uncertainty_score":0.368024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0484659867649222,"score_gpt":0.3505900479709261,"score_spread":0.3021240612060039,"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."}}