{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009988227,0.0001990605,0.0001991644,0.0001683171,0.0001174598,0.00003307172,0.0001103786,0.00004536126,0.0001677515],"category_scores_gemma":[0.0007387982,0.0001726901,0.0001183379,0.0002272202,0.00007764577,0.00005556869,0.0001204397,0.000107014,0.00005300523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009791164,"about_ca_system_score_gemma":0.0002115449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001159723,"about_ca_topic_score_gemma":0.00001776362,"domain_scores_codex":[0.9986151,0.00003796741,0.0002079539,0.0005095775,0.0003134636,0.0003158891],"domain_scores_gemma":[0.9988427,0.0002994459,0.00006628374,0.0002038209,0.0002117915,0.0003759503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001297722,0.0007540388,0.99261,0.0001892206,0.0001165316,0.0004445508,0.003071269,0.0000156129,0.00008478232,0.00002727162,0.0003448081,0.001044129],"study_design_scores_gemma":[0.002950342,0.0008968252,0.990851,0.00005576117,0.0003317267,0.000003729431,0.001693434,0.002417666,0.00005079554,0.00001925282,0.0005444392,0.000184963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948178,0.001259252,0.0000457136,0.0001783022,0.0003222531,0.002680334,0.0003030347,0.0001967973,0.0001964993],"genre_scores_gemma":[0.9964751,0.00008249279,0.0001482104,0.0001549903,0.0001269211,0.0003965808,0.00007737179,0.00002931797,0.002509008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002402053,"threshold_uncertainty_score":0.7042096,"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."}}