{"id":"W3038238839","doi":"10.1016/j.dld.2020.06.033","title":"Unchanged surgical management of patients with Cholangiocarcinoma during the COVID-19 pandemic","year":2020,"lang":"en","type":"letter","venue":"Digestive and Liver Disease","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Outbreak; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; 2019-20 coronavirus outbreak; Medicine; Disease; Virology; Geography; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001317101,0.0001631755,0.0003080161,0.0005313889,0.002106164,0.001536304,0.0005151375,0.007663735,0.002963687],"category_scores_gemma":[0.00961455,0.0002090909,0.0003752717,0.0007976487,0.001094099,0.00101167,0.0007920842,0.004413154,0.0005880329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002382814,"about_ca_system_score_gemma":0.004967032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254652,"about_ca_topic_score_gemma":0.04033861,"domain_scores_codex":[0.9987625,0.0005564781,0.0001543677,0.00007118173,0.0001678025,0.0002876656],"domain_scores_gemma":[0.9958667,0.001331857,0.0006083179,0.00009884237,0.0004284793,0.00166594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005707739,0.0002588931,0.2683587,0.0003984826,0.00008486581,0.04443657,0.002603338,0.0002890872,0.001313933,0.005081819,0.6183354,0.05826807],"study_design_scores_gemma":[0.0002790852,0.0006634379,0.3126125,0.002442485,0.0001341784,0.04110254,0.01824761,0.0006525038,0.0006726944,0.007714281,0.6153316,0.0001471108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0380776,0.007711394,0.00006131485,0.927284,0.006772324,0.00001918907,0.0001309963,0.00001006739,0.01993309],"genre_scores_gemma":[0.2933937,0.01310317,0.0003489031,0.6365753,0.04867214,0.0000612963,0.0001865295,0.00002580012,0.007633149],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01254652,"threshold_uncertainty_score":0.02494699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03137418437364617,"score_gpt":0.2529372431698759,"score_spread":0.2215630587962297,"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."}}