{"id":"W1963984611","doi":"10.3748/wjg.v20.i34.12226","title":"McGill Brisbane Symptom Score for patients with resectable pancreatic head adenocarcinoma","year":2014,"lang":"en","type":"article","venue":"World Journal of Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Proportional hazards model; Pancreaticoduodenectomy; Internal medicine; Multivariate analysis; Adenocarcinoma; Survival analysis; Chemotherapy; Pancreatic cancer; Surgery; Oncology; Cancer; Pancreas","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000587162,0.0003505773,0.0002963058,0.0006615206,0.0003575507,0.0005103297,0.0004676761,0.0004574373,0.003092213],"category_scores_gemma":[0.002504356,0.0001576114,0.000468181,0.0006191063,0.0003179713,0.0004314051,0.0004023719,0.0005651448,0.0004256711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208555,"about_ca_system_score_gemma":0.001145671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05291585,"about_ca_topic_score_gemma":0.09655668,"domain_scores_codex":[0.9997411,0.0000537618,0.0000260891,0.00004170466,0.00007176978,0.00006558587],"domain_scores_gemma":[0.9986191,0.0002367039,0.0005690901,0.0000387832,0.0001715009,0.0003648855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176839,0.000008776145,0.9986004,0.000008516668,0.00001796544,0.00003611479,0.00001032355,0.00004209859,0.00007051847,0.000003695683,0.0001792237,0.0009045996],"study_design_scores_gemma":[0.00001337407,0.00007740671,0.9991253,0.000009041933,0.00002210777,0.0001524584,0.0000475918,0.0003183384,0.00003447005,0.0000102099,0.0001861138,0.000003551416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970801,0.0006710642,0.00008677896,0.000247284,0.00001975839,0.00001791161,0.0009435316,0.000007407503,0.0009261565],"genre_scores_gemma":[0.998668,0.0001107708,0.00009348249,0.00004706713,0.00002196262,0.000008388107,0.0008110792,0.00000169629,0.0002375835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05291585,"threshold_uncertainty_score":0.1052157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02015793519318188,"score_gpt":0.2882538879608276,"score_spread":0.2680959527676458,"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."}}