{"id":"W4206938311","doi":"10.1071/ma21025","title":"Helicobacteriology update","year":2021,"lang":"en","type":"article","venue":"Microbiology Australia","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Helicobacter pylori; Medicine; Antibiotics; Cancer; Stomach; Antibiotic resistance; Internal medicine; Gastroenterology; Microbiology; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001245394,0.0002644102,0.0005848494,0.00009522242,0.00008823905,0.000009106799,0.0001137243,0.0004341936,0.002050448],"category_scores_gemma":[0.0001049881,0.0002389602,0.0001467536,0.0002153385,0.0004179464,0.00004389981,0.0001626444,0.0005250563,0.002643054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006907223,"about_ca_system_score_gemma":0.00007801028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001707452,"about_ca_topic_score_gemma":0.00005298434,"domain_scores_codex":[0.9981558,0.0001800771,0.0003993542,0.000548358,0.00003209556,0.0006843462],"domain_scores_gemma":[0.9990472,0.00003312342,0.00008520632,0.0004518956,0.0002426868,0.0001399366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001495796,0.0001326477,0.2066655,0.00002421481,0.0006385931,0.0008240094,0.00006589927,0.000001158948,0.7694114,0.0002187057,0.02159952,0.0002687967],"study_design_scores_gemma":[0.003462148,0.0006081185,0.3525755,0.00006755352,0.0004024929,0.0142297,0.00008152945,0.000001538317,0.1185802,0.0001018644,0.5095328,0.0003566032],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880291,0.0002978989,0.00005003617,0.01001296,0.0009108759,0.0001492391,0.000055109,0.000123424,0.000371397],"genre_scores_gemma":[0.9825144,0.0001765153,0.001674531,0.006841543,0.00021527,0.00002259475,0.000719675,0.00002689914,0.007808542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6508312,"threshold_uncertainty_score":0.9988618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002324199535746,"score_gpt":0.2929097491415864,"score_spread":0.2628865071462289,"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."}}