{"id":"W3029773372","doi":"10.1097/md.0000000000020403","title":"A single-center clinical study of hepatic artery variations in laparoscopic pancreaticoduodenectomy","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Medicine; Pancreaticoduodenectomy; Single Center; General surgery; Laparoscopy; Artery; Radiology; Surgery; Internal medicine; Pancreas","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009881727,0.0004411844,0.0008841535,0.001177623,0.0009283742,0.0008110687,0.0004200209,0.0006374065,0.001523856],"category_scores_gemma":[0.002803112,0.0006140946,0.0006257948,0.001393961,0.0005960774,0.001005631,0.0009071252,0.0005922709,0.0003786868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005035033,"about_ca_system_score_gemma":0.0006964775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247407,"about_ca_topic_score_gemma":0.001801161,"domain_scores_codex":[0.9987642,0.0002257648,0.0002449118,0.0004055942,0.0001987723,0.0001609278],"domain_scores_gemma":[0.9977779,0.0004522624,0.0008488976,0.0002682121,0.0002146871,0.0004379865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001122874,0.00005519184,0.998159,0.0000114199,0.00002864651,0.0005440547,0.00006882683,0.00002075013,0.0001568945,0.000009973323,0.00003274296,0.0008003442],"study_design_scores_gemma":[0.00003925393,0.0005846148,0.993111,0.00001113432,0.00006254207,0.00502076,0.0005351988,0.0001996152,0.00009167743,0.00003963598,0.0002853115,0.00001923068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994119,0.0002117727,0.000119022,0.00001070206,0.000005039878,0.00002170157,0.00006524492,0.000001650699,0.0001529247],"genre_scores_gemma":[0.999478,0.00009579279,0.0001457827,0.00002680457,0.00002281107,0.00002751255,0.0001550519,0.000002295978,0.00004593476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001523856,"threshold_uncertainty_score":0.005226016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1349192292208091,"score_gpt":0.4129919299369482,"score_spread":0.2780727007161391,"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."}}