{"id":"W4402957666","doi":"10.1245/s10434-024-16117-8","title":"Disappearing Signet Ring Cell Adenocarcinoma in Gastric Cancer Patients","year":2024,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institutes of Health; National Cancer Institute; Genome Canada; AstraZeneca","keywords":"Medicine; Surgical oncology; Signet ring cell; Adenocarcinoma; Signet ring cell carcinoma; Cancer; Internal medicine; Gastric adenocarcinoma; Oncology; General surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001764997,0.0001137252,0.0003877318,0.0002826724,0.00001411274,0.000009208566,0.00007931295,0.00008533178,0.0004127219],"category_scores_gemma":[0.000008701574,0.00009455597,0.0001215713,0.0004687308,0.00005104773,0.00006728213,0.00009296227,0.0002091385,0.00002824283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008606089,"about_ca_system_score_gemma":0.00008036568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003106329,"about_ca_topic_score_gemma":0.0000382122,"domain_scores_codex":[0.9988633,0.00003672245,0.0003512268,0.0002417389,0.0001921505,0.0003148794],"domain_scores_gemma":[0.9995452,0.0001530487,0.00005508891,0.0001031756,0.00004605381,0.00009750367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002675169,0.0003470867,0.8889775,0.0003704409,0.00005819348,0.0007445631,0.0002308975,0.00004886457,0.00006391401,0.0002353273,0.005038186,0.1036176],"study_design_scores_gemma":[0.002225378,0.0009565501,0.6882356,0.0002250649,0.00007268768,0.00001059669,0.0000713797,0.0003471508,0.0003906855,0.00008224377,0.3072594,0.0001231618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612756,0.00401762,0.000007835754,0.005220964,0.0003486491,0.0002288784,0.00000611305,0.00003610891,0.02885818],"genre_scores_gemma":[0.9943438,0.003669186,0.00003597078,0.0002950245,0.0001497524,0.0000227762,0.00001079256,0.00001405366,0.001458647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3022213,"threshold_uncertainty_score":0.4519016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05554864521628815,"score_gpt":0.3583467561310587,"score_spread":0.3027981109147705,"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."}}