{"id":"W2971399926","doi":"10.1016/j.hpb.2019.06.015","title":"Patients' treatment preferences for potentially resectable tumors of the head of the pancreas","year":2019,"lang":"en","type":"article","venue":"HPB","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"Dalhousie University","keywords":"Medicine; Perioperative; Chemotherapy; Adverse effect; Pancreas; Internal medicine; Surgery; General surgery; Intensive care medicine; Oncology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007225176,0.00009361136,0.0001706836,0.0003838139,0.0003491276,0.00073867,0.0001496384,0.0003676877,0.008050023],"category_scores_gemma":[0.006929432,0.00005452466,0.0003623782,0.000464687,0.0002729149,0.0004374931,0.0002795639,0.0006474878,0.0005038773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000381587,"about_ca_system_score_gemma":0.0003079562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109018,"about_ca_topic_score_gemma":0.002655733,"domain_scores_codex":[0.9993511,0.0003163597,0.00004997143,0.00005930542,0.00009878955,0.0001246291],"domain_scores_gemma":[0.9964147,0.002048077,0.0006796658,0.00005593559,0.0001256936,0.0006760128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001781548,0.0002036288,0.9402256,0.00009514083,0.0002596533,0.0007919391,0.001465597,0.001111424,0.001135075,0.001052098,0.004396441,0.04748189],"study_design_scores_gemma":[0.0001286501,0.0007591162,0.9662344,0.0001250424,0.0001876614,0.00638531,0.008925305,0.001969384,0.0009056019,0.003599301,0.01071544,0.00006471665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885703,0.0009270621,0.0001991045,0.001803984,0.00003390971,0.000006662347,0.0003430756,0.000003678943,0.008112225],"genre_scores_gemma":[0.9990088,0.0001712925,0.00006403204,0.000326084,0.00001788301,0.000003565506,0.0001107166,0.000002833709,0.0002948467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008050023,"threshold_uncertainty_score":0.02693003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968358419406772,"score_gpt":0.3289432413839544,"score_spread":0.2892596571898867,"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."}}