{"id":"W3123154525","doi":"10.1111/tri.13821","title":"Anticoagulation practices in total pancreatectomy with autologous islet cell transplant patients: an international survey of clinical programs","year":2021,"lang":"en","type":"article","venue":"Transplant International","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Islet; Guideline; Pancreatectomy; Thrombosis; Intensive care medicine; Surgery; General surgery; Internal medicine; Pancreas; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005582246,0.000180788,0.0004583672,0.0001626218,0.00002350366,0.00003312003,0.0001444725,0.0001394475,0.0004432712],"category_scores_gemma":[0.0002065086,0.0001487115,0.00009447869,0.0002081604,0.00008552246,0.0003564549,0.000009906847,0.0002626922,0.0000118789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004102331,"about_ca_system_score_gemma":0.0002403521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006593165,"about_ca_topic_score_gemma":0.0003139137,"domain_scores_codex":[0.997748,0.0002340822,0.0007913288,0.0004197071,0.0006090438,0.000197874],"domain_scores_gemma":[0.9983372,0.0003467533,0.0004102059,0.0002039837,0.0005826618,0.0001192012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003148876,0.002806174,0.9882783,0.00006821135,0.0002378936,0.0001577758,0.0003036106,0.00006014439,0.001628237,0.0001234728,0.00001470727,0.003172621],"study_design_scores_gemma":[0.006505142,0.000660535,0.9831564,0.0002838644,0.0001295865,0.0001326619,0.00005633267,0.003590091,0.005124858,0.000008455369,0.0001920609,0.0001599487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991572,0.0000292414,0.0003150748,0.0002263193,0.0006377603,0.0002716117,0.0003689051,0.00004727314,0.006531771],"genre_scores_gemma":[0.9914845,0.0001524333,0.001432689,0.0001178676,0.0001065059,0.00002047677,0.006445622,0.00001882016,0.0002210622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006310709,"threshold_uncertainty_score":0.6064278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06491521244053419,"score_gpt":0.3481072460106869,"score_spread":0.2831920335701527,"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."}}