{"id":"W2055330417","doi":"10.1067/mge.2001.114713","title":"Major hemorrhage from an unusual gastric tumor","year":2001,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Hotel Dieu Hospital","funders":"","keywords":"Medicine; H&E stain; Melena; Pathology; Submucosa; Stromal tumor; Lesion; Surgery; Stromal cell; Staining","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001423249,0.0005103757,0.0005620109,0.0002257308,0.0001743346,0.00007178563,0.0002403329,0.00003655173,0.001203635],"category_scores_gemma":[0.0004309652,0.0004552828,0.0002070832,0.0004579921,0.0001567916,0.0002472083,0.00008377595,0.0003999412,0.0007449929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413881,"about_ca_system_score_gemma":0.0001715645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009975112,"about_ca_topic_score_gemma":0.00007336942,"domain_scores_codex":[0.9972346,0.00009547949,0.0004910869,0.0007771338,0.0005009441,0.0009007157],"domain_scores_gemma":[0.9980859,0.0001582921,0.0001805236,0.0006400371,0.0001746878,0.0007606024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002766058,0.001711116,0.907559,0.00003573229,0.00005196026,0.01199842,0.00004277272,0.0000158366,0.07155066,0.00007411702,0.0006035527,0.003590789],"study_design_scores_gemma":[0.01252054,0.01029706,0.7958898,0.0007402366,0.000616183,0.1725649,0.0006935683,0.003075489,0.001525908,0.001039952,0.0004201844,0.000616147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747874,0.0001202378,0.01666838,0.0006718299,0.0001195076,0.0004870365,0.00007717977,0.000372886,0.006695582],"genre_scores_gemma":[0.7315398,0.00000381257,0.2661378,0.000709463,0.0003079177,0.0000398727,0.0003043587,0.00007742523,0.0008795258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2494694,"threshold_uncertainty_score":0.9997899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634245767879164,"score_gpt":0.2797414272295655,"score_spread":0.2633989695507738,"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."}}