{"id":"W2346391803","doi":"10.1056/nejm-jw.na41198","title":"Treating Adults with Helicobacter Pylori Infection: An Update","year":2016,"lang":"en","type":"article","venue":"Journal watch","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Helicobacter pylori infection; Helicobacter pylori; Helicobacter Infections; Internal medicine; Helicobacter; Family medicine; Antibiotic resistance; Intensive care medicine; Antibiotics; Gastroenterology; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000261325,0.0002427805,0.0003726724,0.0001124449,0.0002486264,0.0000407507,0.00008250252,0.0001203535,0.0002455553],"category_scores_gemma":[0.00008175997,0.0001224054,0.0000907717,0.0001785143,0.0001040058,0.0004713133,0.00003966674,0.0004728707,0.000181587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022175,"about_ca_system_score_gemma":0.0000564648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002672895,"about_ca_topic_score_gemma":0.0001207278,"domain_scores_codex":[0.9984415,0.00009616286,0.0003994176,0.0002803803,0.0002877307,0.0004948009],"domain_scores_gemma":[0.9987088,0.00003841855,0.0002040406,0.0002777868,0.0004099772,0.0003609791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001568552,0.0001773493,0.954958,0.00001626171,0.0004981772,0.0004625065,0.0007293893,0.000001178681,0.001756683,0.000005072572,0.002884596,0.03694218],"study_design_scores_gemma":[0.01165697,0.005507171,0.9317427,0.001130485,0.0004214957,0.01431254,0.0001993101,0.00001373668,0.0023423,0.00006317974,0.03231031,0.000299765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513906,0.00003775756,0.0004991532,0.04709401,0.0003629074,0.00014885,0.000004469352,0.00009670341,0.0003656078],"genre_scores_gemma":[0.9940492,0.001066428,0.0009631254,0.001226681,0.001287623,0.00001395117,0.000004667569,0.00004533144,0.00134301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04586732,"threshold_uncertainty_score":0.4991547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124896453189706,"score_gpt":0.2592057747644154,"score_spread":0.2467161294454448,"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."}}