{"id":"W3080488513","doi":"10.1016/s2589-7500(20)30188-6","title":"Convolutional neural network for the detection of pancreatic cancer on CT scans – Authors' reply","year":2020,"lang":"en","type":"letter","venue":"The Lancet Digital Health","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Pancreatic cancer; Medicine; Adenocarcinoma; Pancreatic ductal adenocarcinoma; Scopus; Cancer; Retrospective cohort study; Radiology; General surgery; Internal medicine; MEDLINE","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":[0.005983911,0.0008771143,0.001443457,0.001624222,0.001180894,0.002347375,0.002746984,0.01412272,0.006454175],"category_scores_gemma":[0.09066804,0.0005957343,0.002090422,0.00106224,0.001926833,0.00497057,0.001589093,0.02274396,0.006058957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00191971,"about_ca_system_score_gemma":0.002779637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007538639,"about_ca_topic_score_gemma":0.006824581,"domain_scores_codex":[0.9970332,0.0006720641,0.0006894806,0.0005257273,0.0008745517,0.0002049388],"domain_scores_gemma":[0.9580175,0.01922379,0.001121529,0.001354082,0.01889869,0.001384442],"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":[0.00006815913,0.00001227967,0.001120372,0.000231792,0.00005549538,0.0004002998,0.00008184277,0.0001201338,0.00009260604,0.0006796753,0.9769272,0.02021019],"study_design_scores_gemma":[0.0001536653,0.0000951207,0.003802615,0.001543064,0.0001955534,0.004884172,0.0007517214,0.001654487,0.001060843,0.01133923,0.9742529,0.0002664939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003202369,0.005720033,0.0005804622,0.947071,0.04548254,0.00001920873,0.0002923341,0.00008870811,0.0004254499],"genre_scores_gemma":[0.00843036,0.01041159,0.002472267,0.859288,0.1138071,0.0001598828,0.0002567283,0.0001219529,0.005051924],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01412272,"threshold_uncertainty_score":0.03164631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09357591542794946,"score_gpt":0.3838461468965989,"score_spread":0.2902702314686494,"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."}}