{"id":"W1977707371","doi":"10.4021/gr578e","title":"Helicobacter Pylori Infection in Waste Pickers: A Case Control Seroprevalence Study","year":2013,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seroprevalence; Helicobacter pylori; Medicine; Environmental health; Socioeconomic status; Epidemiology; Helicobacter pylori infection; Gastritis; Logistic regression; Antibody; Demography; Internal medicine; Immunology; Serology; Population","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00192597,0.000423066,0.0008768042,0.001253459,0.0002649054,0.00006613749,0.0002581731,0.0002834311,0.0004225802],"category_scores_gemma":[0.0005499885,0.0003737404,0.0001383981,0.0007442831,0.0006771729,0.0003888487,0.0003906342,0.002299504,0.0008292365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003896553,"about_ca_system_score_gemma":0.00007957639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00249423,"about_ca_topic_score_gemma":0.004901005,"domain_scores_codex":[0.9934161,0.002048386,0.0008762229,0.001016318,0.0006458642,0.001997065],"domain_scores_gemma":[0.9973633,0.0002633891,0.0001232939,0.0008788403,0.0009306752,0.000440456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001703122,0.001509307,0.987217,0.00006214885,0.0005761737,0.004500558,0.001177421,0.0000268215,0.001514895,0.0000017113,0.001094347,0.0006164645],"study_design_scores_gemma":[0.01085067,0.00724474,0.9735372,0.00008946297,0.0001193525,0.005511474,0.001824457,0.0006143947,0.00003739529,0.00001467535,0.00003707054,0.0001190711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910057,0.00005572164,0.0001071648,0.004539074,0.0003365747,0.003673935,0.00001314955,0.0001217326,0.0001469133],"genre_scores_gemma":[0.9966382,0.00008787575,0.0001162911,0.001092553,0.0002748596,0.00141652,0.000008472424,0.00005888569,0.0003062805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0136798,"threshold_uncertainty_score":0.9999487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04783689000045904,"score_gpt":0.3486649735513508,"score_spread":0.3008280835508917,"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."}}