{"id":"W4377944158","doi":"10.1016/j.dld.2023.05.005","title":"Mismatch repair deficiency as prognostic factor for stage III small bowel adenocarcinoma: A multicentric international study","year":2023,"lang":"en","type":"article","venue":"Digestive and Liver Disease","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"Università degli Studi di Pavia; Ministero dell’Istruzione, dell’Università e della Ricerca; Ministero della Salute; Dipartimenti di Eccellenza; Fondazione IRCCS Policlinico San Matteo","keywords":"Microsatellite instability; Medicine; Hazard ratio; Internal medicine; Oncology; DNA mismatch repair; Adenocarcinoma; Stage (stratigraphy); Perineural invasion; Retrospective cohort study; Cohort; Cancer; Colorectal cancer; Gastroenterology; Confidence interval; Surgery; Pathology; Microsatellite","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":[0.0008698078,0.000801067,0.0009082235,0.001198497,0.000971784,0.0007219487,0.0004613485,0.0005920883,0.001884989],"category_scores_gemma":[0.001284723,0.0006303551,0.0009745623,0.002288781,0.0008135572,0.0006381277,0.0007154829,0.0006504231,0.0003092283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003669866,"about_ca_system_score_gemma":0.0004041464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005210982,"about_ca_topic_score_gemma":0.005275063,"domain_scores_codex":[0.999438,0.0002136714,0.00004158615,0.0001638669,0.00004182783,0.0001010487],"domain_scores_gemma":[0.9989492,0.0001895459,0.0002982604,0.0001379866,0.00009517968,0.0003298109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008830079,0.000145174,0.9955967,0.00001492783,0.0002420009,0.0003625378,0.0004104146,0.00005750115,0.001180054,0.00003195955,0.00007939328,0.0009963668],"study_design_scores_gemma":[0.00005450381,0.0003514646,0.9980715,0.000005063217,0.0001758385,0.0005470281,0.0004428205,0.00009151142,0.00006485234,0.00001577011,0.0001712279,0.000008427441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995131,0.00009288744,0.0000830959,0.00001418794,0.00000227187,0.000008957709,0.00009492574,0.000001129989,0.0001894851],"genre_scores_gemma":[0.9994916,0.00007122444,0.0000657126,0.00001823251,0.000008938843,0.000009088169,0.0001930648,0.00000283655,0.0001393093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005210982,"threshold_uncertainty_score":0.01036131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702428090772844,"score_gpt":0.3014313056593761,"score_spread":0.2644070247516477,"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."}}