{"id":"W4281569733","doi":"10.3390/cancers14112581","title":"Outcomes of Patients with Small Intestine Adenocarcinoma in a Canadian Province: A Retrospective Multi-Center Population-Based Cohort Study","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Cancer Agency; Mach-Gaensslen Foundation of Canada","keywords":"Medicine; Internal medicine; Hazard ratio; Retrospective cohort study; Adenocarcinoma; Stage (stratigraphy); Population; Proportional hazards model; Gastroenterology; Cancer; Cohort; Multivariate analysis; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001281221,0.0001262164,0.0002895723,0.0002591802,0.00006702089,0.000004797119,0.00007781222,0.000008197066,0.00009457546],"category_scores_gemma":[0.0001550184,0.00009979433,0.00003536403,0.0002833771,0.00003437725,0.00001982452,0.00002870198,0.000207049,0.000001065734],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008216299,"about_ca_system_score_gemma":0.00188299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6376182,"about_ca_topic_score_gemma":0.6939597,"domain_scores_codex":[0.9987938,0.00005690186,0.0001899715,0.0002698742,0.0003645196,0.0003249658],"domain_scores_gemma":[0.9993059,0.00002560327,0.00007764629,0.0002088545,0.00013706,0.0002449112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005612353,0.0007928691,0.9978163,0.00001992342,0.00007227822,0.0002986073,0.0001118161,0.000255813,7.900945e-7,0.000002457666,0.00001255148,0.0000553553],"study_design_scores_gemma":[0.009328926,0.003650605,0.9861005,0.00004098385,0.00004052071,0.000005008376,0.0002902754,0.0004596256,0.000004839434,0.000001059844,0.000005837856,0.00007185179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99717,0.00001434357,0.000006478595,0.0001119618,0.00002740655,0.002436593,0.0001504708,0.00001284621,0.00006988018],"genre_scores_gemma":[0.9987027,1.045236e-7,0.0005111658,0.00007748474,0.000004885592,0.000420078,0.0001697489,0.00001885857,0.00009494896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05634141,"threshold_uncertainty_score":0.995591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882282307625129,"score_gpt":0.2722505200593385,"score_spread":0.2534276969830872,"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."}}