{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001201484,0.000707402,0.0008595384,0.00248271,0.0004575248,0.001594018,0.00097282,0.002050686,0.04966513],"category_scores_gemma":[0.004002982,0.0002518756,0.0005469087,0.001250156,0.0003240037,0.001827993,0.001058705,0.002084734,0.0245268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009624509,"about_ca_system_score_gemma":0.001992615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001718735,"about_ca_topic_score_gemma":0.004758177,"domain_scores_codex":[0.9994438,0.0001175583,0.00007313369,0.00005919622,0.0002326233,0.00007364897],"domain_scores_gemma":[0.9974833,0.0004245635,0.0002067113,0.000107297,0.001215756,0.0005624244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001049901,0.00005429232,0.0005100196,0.001866774,0.00002912298,0.0004025475,0.00004521418,0.00004277552,0.0003778357,0.0009982286,0.6310381,0.3645301],"study_design_scores_gemma":[0.00001573675,0.00004297441,0.0006832014,0.0009326827,0.00002672534,0.001024294,0.00002750011,0.00001514832,0.00004719541,0.000296284,0.9968837,0.000004637794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001725813,0.7603005,0.001036335,0.04674337,0.09735663,0.0001570496,0.001551385,0.0005362584,0.09059273],"genre_scores_gemma":[0.009062689,0.7224432,0.002714901,0.04005735,0.1086578,0.0001821514,0.005163824,0.0001431887,0.111575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04966513,"threshold_uncertainty_score":0.1661464,"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."}}