{"id":"W3174486043","doi":"10.14740/gr1404","title":"Is the Use of Proton Pump Inhibitors a Predisposing Factor for Pyogenic Liver Abscesses?","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Amoebic Infections and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American College of Gastroenterology","keywords":"Pyogenic liver abscess; Medicine; Liver abscess; Internal medicine; Odds ratio; Gastroenterology; Abscess; Proton-pump inhibitor; Univariate analysis; Population; Liver disease; Surgery; Multivariate analysis","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":[0.0002525393,0.00009812415,0.000211845,0.000131428,0.0001908108,0.00002342253,0.00007350543,0.00008456215,0.0002559338],"category_scores_gemma":[0.0002743657,0.00006486494,0.0001518296,0.000196065,0.0002701606,0.00007546814,0.0001181254,0.000286201,0.00001550928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007406559,"about_ca_system_score_gemma":0.0001539934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007711328,"about_ca_topic_score_gemma":0.00006409088,"domain_scores_codex":[0.9985939,0.0001948353,0.0002179538,0.0002663133,0.0002770434,0.0004499153],"domain_scores_gemma":[0.9986279,0.0002425359,0.00005498636,0.000367537,0.0006259615,0.00008108678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001147449,0.0006145358,0.985178,0.0002308897,0.0004207314,0.00007216855,0.0005442846,0.000002521265,0.008693575,0.00001910638,0.001760315,0.001316412],"study_design_scores_gemma":[0.005861755,0.004727477,0.8635809,0.0002933496,0.0002493982,0.0007583459,0.0003290805,0.0008646205,0.109088,0.00009343641,0.01405209,0.0001014538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961032,0.00007933241,0.0004087145,0.001621525,0.00008778064,0.001554753,0.00008370057,0.00001410339,0.0000468929],"genre_scores_gemma":[0.9975092,0.000074099,0.0005390107,0.0002346256,0.0001068646,0.0004217228,0.00002183755,0.00001893221,0.001073645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1215971,"threshold_uncertainty_score":0.2802296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2008851115375266,"score_gpt":0.4029038197949956,"score_spread":0.202018708257469,"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."}}