{"id":"W4205733891","doi":"10.3389/fendo.2021.832519","title":"Editorial: Pancreas Imaging Across the Spectrum","year":2021,"lang":"en","type":"editorial","venue":"Frontiers in Endocrinology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Medical Research Council","keywords":"Pancreas; Medicine; 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":[0.004348639,0.004155886,0.003279753,0.003814246,0.00279871,0.005920516,0.003008062,0.01165869,0.02445903],"category_scores_gemma":[0.01772983,0.001078306,0.002573181,0.0009852838,0.001645823,0.004127928,0.001478052,0.01381893,0.0200447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00265768,"about_ca_system_score_gemma":0.002134685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00116747,"about_ca_topic_score_gemma":0.003350388,"domain_scores_codex":[0.997421,0.0004488011,0.0003304332,0.0004106507,0.001144114,0.0002450653],"domain_scores_gemma":[0.989281,0.003161971,0.0007690395,0.0002812268,0.004167455,0.002339369],"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":[0.00005005842,0.00001024906,0.00002750152,0.000117588,0.00001194232,0.000176483,0.000006295656,0.00002258723,0.00003796513,0.0001391613,0.9957616,0.003638608],"study_design_scores_gemma":[0.0001056523,0.00003851693,0.0003152771,0.0005070883,0.00006356694,0.0007894784,0.00004478357,0.0001857479,0.0001600137,0.001207419,0.9965564,0.00002607986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004709468,0.002655312,0.000114032,0.03192447,0.9633694,0.00001925471,0.00008227961,0.00008907754,0.00169915],"genre_scores_gemma":[0.0004484584,0.002334563,0.00009082305,0.02051647,0.9683568,0.00001832226,0.00004761845,0.00003543451,0.008151527],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02445903,"threshold_uncertainty_score":0.08182365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044989997713662,"score_gpt":0.3311731965615616,"score_spread":0.320723296584425,"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."}}