{"id":"W3089459127","doi":"10.1097/mpa.0000000000001647","title":"Pancreatic Intraductal Papillary Mucinous Neoplasm–Derived Cancer, Mucinous Cystic Neoplasm–Derived Cancer, and Adenocarcinoma","year":2020,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Intraductal papillary mucinous neoplasm; Medicine; Mucinous Tumor; Adenocarcinoma; Cancer; Pancreatic cancer; Pathology; Pancreas; 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":[0.0005873126,0.0002100845,0.0002985852,0.001067736,0.0005493875,0.0008773993,0.0004417203,0.0007269976,0.01125298],"category_scores_gemma":[0.003106726,0.0001371128,0.0002474071,0.001312898,0.0003833323,0.0009258391,0.0006049613,0.000781689,0.001047916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005049627,"about_ca_system_score_gemma":0.00107708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002364884,"about_ca_topic_score_gemma":0.004253977,"domain_scores_codex":[0.9996811,0.00006620955,0.00004961964,0.00005509008,0.00009497638,0.00005299073],"domain_scores_gemma":[0.9989204,0.0003247586,0.0002893858,0.00003808492,0.0001755716,0.0002518312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001316722,0.0002576017,0.6952028,0.0007790004,0.00008830864,0.01279943,0.0004895718,0.000289281,0.002026214,0.00510172,0.04197042,0.2396789],"study_design_scores_gemma":[0.0001702802,0.0003747098,0.7482856,0.001611655,0.0002706023,0.08382057,0.002360421,0.0007730457,0.001635598,0.01026475,0.1503458,0.00008700369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5192387,0.301272,0.001635209,0.06616938,0.003072315,0.0002033642,0.00284818,0.0001479375,0.105413],"genre_scores_gemma":[0.8483793,0.1231528,0.002862668,0.003173277,0.003191888,0.00007590801,0.002262551,0.0000272104,0.01687444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01125298,"threshold_uncertainty_score":0.03764492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03419427167431775,"score_gpt":0.2998134045358851,"score_spread":0.2656191328615673,"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."}}