{"id":"W3035140746","doi":"10.3390/cancers12061544","title":"Epidemiology of Signet Ring Cell Adenocarcinomas","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Signet ring cell; Epidemiology; Medicine; Population; Disease; Cancer; Adenocarcinoma; Pathology; Cohort; Oncology; Internal medicine; Retrospective cohort study; Environmental health","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":[0.0003615787,0.0001576625,0.0002938327,0.001541132,0.0002467969,0.0005406935,0.0003098294,0.0002609178,0.00148734],"category_scores_gemma":[0.001953752,0.0001624603,0.000411992,0.002170273,0.0002041626,0.0003067431,0.000511263,0.0003443317,0.0002346192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004663749,"about_ca_system_score_gemma":0.0004938659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00766946,"about_ca_topic_score_gemma":0.006627879,"domain_scores_codex":[0.9994319,0.00009665489,0.0001030019,0.0001711861,0.0001073839,0.00008984027],"domain_scores_gemma":[0.9985222,0.0001704443,0.0007315393,0.0001069084,0.0002644777,0.0002044205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003182716,0.000007677948,0.9948251,0.00004619192,0.00005651026,0.00008155891,0.00003929458,0.0001622045,0.0002182426,0.0001589001,0.0005118469,0.00386076],"study_design_scores_gemma":[0.000001783146,0.00004191625,0.9969168,0.0000356343,0.00002485309,0.0009139449,0.0001663663,0.0002264327,0.00007628048,0.00008870337,0.001500268,0.000007033841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776084,0.006691315,0.001119964,0.000351013,0.00004269074,0.00005171204,0.01000294,0.00007047495,0.004061401],"genre_scores_gemma":[0.9922512,0.002907313,0.0003736907,0.00006203062,0.00002906851,0.00002787048,0.004021559,0.000009621698,0.0003175545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00766946,"threshold_uncertainty_score":0.01524961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06009014631982561,"score_gpt":0.2840214684735021,"score_spread":0.2239313221536764,"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."}}