{"id":"W4318042568","doi":"10.3390/cancers15030714","title":"Effects of Tumor Localization, Age, and Stage on the Outcomes of Gastric and Colorectal Signet Ring Cell Adenocarcinomas","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"National Cancer Institute","keywords":"Medicine; Signet ring cell; Colorectal cancer; Adenocarcinoma; Epidemiology; Rectum; Internal medicine; Stage (stratigraphy); Gastroenterology; Oncology; Stomach; Cancer; Population; Disease; Colorectal adenocarcinoma; Pathology; Biology","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":[0.002388326,0.000296542,0.0003674838,0.0007116948,0.0002327494,0.0005533749,0.0003682933,0.0003228056,0.001371679],"category_scores_gemma":[0.007223936,0.0001334325,0.001187081,0.0008785613,0.0002154353,0.0004798474,0.0006698498,0.0005651302,0.0001956021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003887255,"about_ca_system_score_gemma":0.0004913608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00411908,"about_ca_topic_score_gemma":0.008001333,"domain_scores_codex":[0.9986602,0.0005904692,0.0001263914,0.0001960708,0.000203293,0.0002234284],"domain_scores_gemma":[0.9947324,0.001813276,0.002118064,0.0003501661,0.0003367001,0.0006493738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006049254,0.00004294731,0.9951431,0.00001340302,0.0002254856,0.00004841925,0.00003168787,0.0001902382,0.00007138187,0.00003164967,0.000198168,0.003398677],"study_design_scores_gemma":[0.00001505632,0.0002767398,0.9985864,0.000008335471,0.0001475325,0.00008860544,0.00007562825,0.0004131609,0.00006304663,0.0000670111,0.0002539505,0.000004669773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970163,0.000860079,0.0001623683,0.0001325758,0.00002071517,0.000007518695,0.000980487,0.000006159728,0.0008138239],"genre_scores_gemma":[0.9984998,0.0001866343,0.00008166842,0.00003603876,0.00002111759,0.000008371543,0.0009410522,0.000004669457,0.0002208017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00411908,"threshold_uncertainty_score":0.01263082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301870096452306,"score_gpt":0.2428483719614972,"score_spread":0.2298296709969742,"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."}}