{"id":"W3175870404","doi":"10.31080/asgis.2021.04.0273","title":"Large Gastritis Cystica Polyposa Treated with EMR Polypectomy in Patient without History of Gastric Surgery","year":2021,"lang":"en","type":"article","venue":"Acta Scientific Gastrointestinal Disorders","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Polypectomy; Medicine; Gastritis; Gastric Polyp; General surgery; Surgery; Stomach; Gastroenterology; Internal medicine; Endoscopy; Colonoscopy; Cancer; Colorectal cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003349176,0.0005238201,0.0008961451,0.0007918871,0.0001400123,0.00005868291,0.0001745571,0.00005854776,0.0004913824],"category_scores_gemma":[0.0008870402,0.0004671214,0.0003046541,0.001565202,0.0007279209,0.0002214669,0.0001142264,0.0004550519,0.00002983672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005246284,"about_ca_system_score_gemma":0.001513838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000405204,"about_ca_topic_score_gemma":0.00107007,"domain_scores_codex":[0.9958785,0.0001866044,0.0008406541,0.001067006,0.0008728783,0.001154379],"domain_scores_gemma":[0.9977294,0.0002362139,0.0003765423,0.0007187919,0.0005046622,0.0004344258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008990324,0.003572418,0.972809,0.0001809359,0.00006807084,0.002137784,0.0002389253,0.00001942226,0.01558419,0.00003722634,0.002702951,0.001750014],"study_design_scores_gemma":[0.007024704,0.002724519,0.9622178,0.003688483,0.0003742594,0.01653133,0.00300508,0.0008281101,0.0009547884,0.00007375094,0.00195262,0.0006245404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994841,0.0007305039,0.0007183459,0.0004994475,0.0001940147,0.0005752644,0.00009328307,0.0001025356,0.002245638],"genre_scores_gemma":[0.9891449,0.00002181574,0.008357401,0.00007708219,0.00001638758,0.00005045667,0.0004077312,0.00007083586,0.001853431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0146294,"threshold_uncertainty_score":0.999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194176143322149,"score_gpt":0.2198862620410433,"score_spread":0.2079445006078218,"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."}}