{"id":"W4394503036","doi":"10.6084/m9.figshare.19470452","title":"Additional file 8 of Antimicrobial resistance patterns and genetic elements associated with the antibiotic resistance of Helicobacter pylori strains from Shanghai","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Antibiotic resistance; Helicobacter pylori; Microbiology; Antimicrobial; Antibiotics; Biology; Resistance (ecology); Genetics; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001167446,0.001488258,0.001604657,0.002744608,0.0005946296,0.001926385,0.001746385,0.001341748,0.4699113],"category_scores_gemma":[0.01255544,0.0006861894,0.001516896,0.004915455,0.0003087481,0.001067089,0.001248304,0.001090254,0.09265286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127677,"about_ca_system_score_gemma":0.002232628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01884093,"about_ca_topic_score_gemma":0.02998704,"domain_scores_codex":[0.9992974,0.0001252135,0.0001330222,0.0002242119,0.0001012173,0.0001188566],"domain_scores_gemma":[0.9935393,0.003996538,0.0004814886,0.0006186006,0.001003343,0.0003608562],"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":[0.0003004846,0.00004826405,0.005523338,0.004081356,0.0001474005,0.00006042963,0.00004454824,0.000511656,0.0001380359,0.0003644541,0.984752,0.004028069],"study_design_scores_gemma":[0.004570608,0.0001842737,0.0574719,0.003006298,0.0005559942,0.0003296888,0.0003140633,0.001471474,0.0006199411,0.003681385,0.9276616,0.0001326697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006807176,0.00001546723,0.00001677967,0.00002063626,0.000004961892,0.000006293192,0.999728,0.00004423051,0.00009550557],"genre_scores_gemma":[0.0013056,0.00005208092,0.0002296084,0.00007295747,0.00001125861,0.0001556947,0.9973876,0.00006383632,0.0007214564],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4699113,"threshold_uncertainty_score":0.7561072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806055237033492,"score_gpt":0.2323364081796756,"score_spread":0.2142758558093407,"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."}}