{"id":"W3136273465","doi":"","title":"Comprehensive characterisation of pancreatic ductal adenocarcinoma with microsatellite instability: histology, molecular pathology and clinical implications","year":2020,"lang":"en","type":"article","venue":"Utrecht University Repository (Utrecht University)","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Microsatellite instability; Pancreatic cancer; Adenocarcinoma; Medicine; Oncology; Cancer; Immunohistochemistry; Internal medicine; Pathology; Biology; Microsatellite; Gene","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":[0.004963384,0.0005317308,0.003315226,0.008483429,0.000241503,0.001520571,0.0006947271,0.0007123947,0.001120451],"category_scores_gemma":[0.01856327,0.0003397967,0.00251037,0.009275705,0.0005003056,0.001253936,0.0006775354,0.0003302774,0.0001868755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005333358,"about_ca_system_score_gemma":0.002101979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00159993,"about_ca_topic_score_gemma":0.004354513,"domain_scores_codex":[0.9954128,0.001045106,0.002112401,0.0006279201,0.0007131611,0.00008868601],"domain_scores_gemma":[0.9779266,0.01169566,0.006916578,0.0006979257,0.002552907,0.0002103618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0008940618,0.00003991098,0.08436048,0.659151,0.0221666,0.00068473,0.0005150142,0.0003492792,0.00463806,0.000426023,0.002737974,0.224037],"study_design_scores_gemma":[0.0004536843,0.001449841,0.3806575,0.4045465,0.1249552,0.01195315,0.00184826,0.0004287099,0.003407807,0.001324918,0.06878246,0.0001920864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01264609,0.9853625,0.0002500196,0.0001804666,0.00004638312,0.00004734688,0.001153363,0.000005325142,0.0003084711],"genre_scores_gemma":[0.2450047,0.7492704,0.002157927,0.0005778369,0.0002666452,0.0001864184,0.002313189,0.00001324834,0.0002094943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008483429,"threshold_uncertainty_score":0.02624917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349519248512089,"score_gpt":0.2651026583799601,"score_spread":0.2301507335287512,"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."}}