{"id":"W4293007357","doi":"10.1016/j.mpdhp.2022.08.005","title":"Infections in the gastrointestinal tract that can mimic malignancy","year":2022,"lang":"en","type":"article","venue":"Diagnostic histopathology","topic":"Diagnosis and treatment of tuberculosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Malignancy; Biology; Coinfection; Immunology; Pathology; Medicine; Virus","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":[0.0004267669,0.0008072974,0.0004645072,0.001550127,0.0007785021,0.001139383,0.0003974877,0.002571706,0.002408241],"category_scores_gemma":[0.004229737,0.0006007136,0.0004240373,0.0009371847,0.001052269,0.001296212,0.000905154,0.001471428,0.001278177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005661772,"about_ca_system_score_gemma":0.0004182116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008493108,"about_ca_topic_score_gemma":0.001383457,"domain_scores_codex":[0.999208,0.0001761378,0.00006810887,0.0000621915,0.0002024466,0.0002830423],"domain_scores_gemma":[0.9989923,0.0002838426,0.0003607547,0.00007137316,0.0000772655,0.000214521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004095696,0.00008013804,0.1175302,0.0003412034,0.00004319406,0.8469071,0.0002802035,0.0002925455,0.01070872,0.001299954,0.003634465,0.01847265],"study_design_scores_gemma":[0.00001369118,0.00008580136,0.03915372,0.0001449855,0.00003041033,0.9532336,0.0002344293,0.0002113165,0.001829179,0.0006959331,0.004353492,0.00001342704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8133031,0.07004254,0.00634083,0.0083306,0.0008690811,0.0001529747,0.0004201866,0.0003107327,0.1002299],"genre_scores_gemma":[0.9874928,0.007665806,0.001792517,0.001098998,0.0006506881,0.00001056255,0.0001001956,0.00001989206,0.001168573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002571706,"threshold_uncertainty_score":0.008056343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119040833079985,"score_gpt":0.259381715645378,"score_spread":0.2381913073145781,"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."}}