{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009922509,0.00009363148,0.0002375167,0.0001326601,0.00003582553,0.00000650787,0.00004684308,0.00001843369,0.00001938681],"category_scores_gemma":[0.00007717567,0.00006433039,0.00003327317,0.0003633053,0.0001090993,0.00002169432,0.00004657667,0.00005646849,0.00000129261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008866296,"about_ca_system_score_gemma":0.00006005144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001701266,"about_ca_topic_score_gemma":0.00001735543,"domain_scores_codex":[0.9994034,0.00002081162,0.000144617,0.0001358216,0.0001605179,0.0001348011],"domain_scores_gemma":[0.9994938,0.0002447148,0.0000918695,0.00009911767,0.0000237754,0.0000467485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002108504,0.00001917417,0.9857917,0.001692664,0.0001577342,0.0001243797,0.001115657,0.0009043108,0.00358704,0.0005609153,0.004215921,0.001619649],"study_design_scores_gemma":[0.001656352,0.0004019766,0.986416,0.00007814687,0.000143708,0.00000119917,0.0006511935,0.001074668,0.008978283,0.00002247516,0.0005086918,0.00006725825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979447,0.0004173048,0.00008283962,0.0001474407,0.000094346,0.0004338609,0.000006264771,0.00002425236,0.0008490367],"genre_scores_gemma":[0.9982184,0.0002004817,0.0000221525,0.0002322471,0.00002065677,0.00001988041,0.000004074072,0.0000115868,0.001270551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005391243,"threshold_uncertainty_score":0.2623317,"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."}}