{"id":"W2082768003","doi":"10.1016/j.mpdhp.2014.09.009","title":"Oxyntic gland polyp/adenoma","year":2014,"lang":"en","type":"article","venue":"Diagnostic histopathology","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Stomach; Adenoma; Pathology; Immunohistochemistry; Fundus (uterus); Gastric mucosa; Medicine; Anatomy; Internal medicine; Radiology","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":[0.0001579254,0.000597991,0.0002817046,0.002029827,0.000599046,0.0006108967,0.0002389904,0.000903945,0.0105213],"category_scores_gemma":[0.0007159007,0.0001804654,0.0003859037,0.0007929115,0.0006051355,0.0007829735,0.0004626814,0.0006991106,0.002870943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000514141,"about_ca_system_score_gemma":0.0003566055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159595,"about_ca_topic_score_gemma":0.002162864,"domain_scores_codex":[0.9998261,0.0000144728,0.00001601767,0.00002989163,0.00005987544,0.00005377621],"domain_scores_gemma":[0.9997005,0.00005503889,0.00008114572,0.00003836084,0.00003742518,0.00008752867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0008341903,0.0000930852,0.06195632,0.0005608771,0.0000553088,0.7986748,0.0001780661,0.0001279938,0.04438926,0.002386357,0.006063909,0.08467997],"study_design_scores_gemma":[0.00003214774,0.0001083478,0.05541007,0.0001037271,0.00005765524,0.9078042,0.0001930607,0.000222933,0.00826472,0.001084885,0.02670159,0.00001676459],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.683994,0.04863162,0.005178872,0.008602292,0.001599784,0.000244739,0.002219771,0.0007636836,0.2487652],"genre_scores_gemma":[0.9542422,0.009559508,0.005030827,0.002163705,0.00150639,0.00002341497,0.0005456142,0.00007001473,0.02685835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0105213,"threshold_uncertainty_score":0.03519726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006251565231433014,"score_gpt":0.2288798743841228,"score_spread":0.2226283091526898,"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."}}