{"id":"W4406541973","doi":"10.1016/j.ysur.2015.03.203","title":"10.1016/j.ysur.2015.03.203","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pancreaticoduodenectomy; Meta-analysis; General surgery; Surgery; Internal medicine; Resection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008532156,0.001115658,0.0005997439,0.001869213,0.001095156,0.003344568,0.0009642154,0.00339637,0.9092351],"category_scores_gemma":[0.001895806,0.0004478109,0.00064169,0.0008291139,0.0009595458,0.002550641,0.001581102,0.001686826,0.8779743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008247716,"about_ca_system_score_gemma":0.001478419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001965834,"about_ca_topic_score_gemma":0.001897286,"domain_scores_codex":[0.9997234,0.00002363706,0.000023948,0.00007887755,0.00008133988,0.0000687998],"domain_scores_gemma":[0.9988678,0.0001977364,0.0001450502,0.00007998465,0.0002390699,0.00047043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002032915,0.0002023304,0.004182318,0.0004485216,0.00003001462,0.0003962763,0.0001296385,0.0001988108,0.00061132,0.005369767,0.3343601,0.6538676],"study_design_scores_gemma":[0.00005304021,0.0001027615,0.004391731,0.0009659257,0.00003691271,0.002928731,0.0003522615,0.0002624918,0.0004677837,0.006115462,0.9842958,0.00002715462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004770651,0.01475193,0.003340484,0.0125179,0.003955295,0.0001254441,0.003517452,0.002328622,0.9546923],"genre_scores_gemma":[0.01433192,0.005644895,0.002113853,0.002834018,0.00112979,0.00008468888,0.0019448,0.0003658241,0.9715503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09076494,"threshold_uncertainty_score":0.1294652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661896432805504,"score_gpt":0.2786128833744603,"score_spread":0.2619939190464052,"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."}}