{"id":"W4200248673","doi":"10.3390/curroncol29010009","title":"Specific Bile Microorganisms Caused by Intra-Abdominal Abscess on Pancreaticoduodenectomy Patients: A Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and Technology, Israel","keywords":"Medicine; Pancreaticoduodenectomy; Retrospective cohort study; General surgery; Abscess; Cohort; Internal medicine; Surgery; Pancreas","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":[],"consensus_categories":[],"category_scores_codex":[0.0004874165,0.0003748153,0.0006074084,0.0014714,0.0006528547,0.0008026371,0.0003392727,0.0004939194,0.001654979],"category_scores_gemma":[0.001522359,0.0007117555,0.0005711673,0.00129096,0.0003596043,0.000751817,0.0007551361,0.0004967073,0.0003736606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003478643,"about_ca_system_score_gemma":0.0005062597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00188755,"about_ca_topic_score_gemma":0.001997295,"domain_scores_codex":[0.9993607,0.0000955664,0.0001168917,0.0001929119,0.0001182693,0.0001156359],"domain_scores_gemma":[0.9988882,0.0001618784,0.0004752611,0.0001621873,0.0001094205,0.0002031282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006890947,0.00002685955,0.9987867,0.000008793349,0.00002189305,0.0003379299,0.0000551035,0.00001148652,0.0001290383,0.000007291431,0.00003566306,0.000510277],"study_design_scores_gemma":[0.00001250775,0.0003010971,0.9947214,0.00001265483,0.00004998015,0.003660518,0.0005213796,0.0001267472,0.0001380954,0.00002058644,0.0004254857,0.000009526078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992902,0.000159981,0.00008410092,0.000007861441,0.000004016089,0.00001944314,0.0002167983,0.000002015572,0.0002155327],"genre_scores_gemma":[0.9991307,0.000175749,0.00008989915,0.00002482255,0.00001090921,0.00002683213,0.0004481058,0.000002713989,0.0000903055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00188755,"threshold_uncertainty_score":0.005536497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0549609206200583,"score_gpt":0.3914090036736333,"score_spread":0.336448083053575,"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."}}