{"id":"W2170913420","doi":"10.5539/cco.v3n1p25","title":"Extreme Rare Case of Primary Signet Ring Cell Carcinoma of Gall Bladder-Case Report","year":2014,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Signet ring cell; Signet ring cell carcinoma; Medicine; Gallbladder; Cholecystectomy; Gallstones; Malignancy; Adenocarcinoma; Gastroenterology; Carcinoma; Pathology; Cytokeratin; Biopsy; Internal medicine; Cancer; Immunohistochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006585403,0.0001793669,0.001164014,0.00006518524,0.00005873785,0.000003125307,0.00006408309,0.0002403815,0.0001251297],"category_scores_gemma":[0.0002410116,0.0001491468,0.0002408392,0.0001095178,0.0004474943,0.00003835517,0.0001329665,0.0003110131,0.000001526704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008870147,"about_ca_system_score_gemma":0.000432637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077762,"about_ca_topic_score_gemma":0.000840401,"domain_scores_codex":[0.997977,0.0001262789,0.001077647,0.0004381491,0.0001298917,0.0002510672],"domain_scores_gemma":[0.9979361,0.0007375864,0.0004649304,0.0003945525,0.0002331026,0.0002336898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001077601,0.0007683431,0.6758633,0.0008897384,0.0003538511,0.113071,0.0008940739,0.000002092276,0.000986408,0.0000620198,0.005008653,0.201023],"study_design_scores_gemma":[0.01939976,0.01028907,0.793866,0.0002182223,0.002914322,0.126434,0.001930732,0.0003134776,0.002682092,0.0001520846,0.041215,0.0005852588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967393,0.006482987,0.00007531744,0.0005964345,0.0004608239,0.000267421,0.00002114456,0.0000171329,0.02468576],"genre_scores_gemma":[0.9969797,0.0005336543,0.0004262119,0.000748723,0.0005548982,0.00002754006,0.000009924977,0.00002045612,0.0006988544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2004377,"threshold_uncertainty_score":0.6082029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09139004300260967,"score_gpt":0.3745613389704205,"score_spread":0.2831712959678109,"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."}}