{"id":"W3036594999","doi":"10.1159/000508474","title":"Love (Pancreatic Surgery) in the Time of Cholera (COVID-19)","year":2020,"lang":"en","type":"article","venue":"Digestive Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Health care; Disease; Intensive care medicine; Outbreak; Mechanical ventilation; Emergency medicine; Pediatrics; Internal medicine","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":[0.001993136,0.001076824,0.001531664,0.0009795149,0.0008313741,0.00269286,0.001694314,0.008337493,0.007610002],"category_scores_gemma":[0.01586441,0.0006399082,0.0008941512,0.0004697158,0.001412702,0.003457537,0.0009790554,0.0126134,0.005640023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007999177,"about_ca_system_score_gemma":0.001451215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061489,"about_ca_topic_score_gemma":0.002347813,"domain_scores_codex":[0.9988651,0.000253794,0.000180869,0.0002079999,0.0003461775,0.0001460214],"domain_scores_gemma":[0.9940664,0.002621641,0.000768024,0.0001173776,0.001352969,0.001073685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001076505,0.00001729437,0.0005776489,0.0005269793,0.00003446716,0.001243065,0.00006499114,0.00004134316,0.00008217045,0.0006662161,0.9749631,0.02167505],"study_design_scores_gemma":[0.00008017383,0.00009491712,0.002038408,0.001983125,0.00009215375,0.006815107,0.0003106665,0.0003299901,0.0001869627,0.001239708,0.9867704,0.00005842652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.000786018,0.04017858,0.0005482389,0.3631599,0.5922557,0.00002555849,0.0002345484,0.00009848214,0.00271312],"genre_scores_gemma":[0.006474508,0.03139012,0.0003752334,0.1923205,0.7640169,0.00002974947,0.00011578,0.00006643491,0.005210699],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008337493,"threshold_uncertainty_score":0.02545798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087702683298695,"score_gpt":0.3553446404380231,"score_spread":0.2465743721081536,"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."}}