{"id":"W3158251970","doi":"10.20944/preprints202105.0143.v1","title":"Treatment Inefficacy for <em>Salmonella</em> During <em>Schistosoma-Salmonella</em> Co-Infections Background, Mechanisms and Future Exploration","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Context (archaeology); Antibiotics; Salmonella; Antimicrobial; Biology; Immunology; Schistosoma mansoni; Microbiology; Schistosomiasis; Bacteria; Helminths","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006860417,0.001942368,0.002197839,0.0009050092,0.001998505,0.0004063355,0.0009626746,0.002382332,0.004377003],"category_scores_gemma":[0.0003273247,0.002031184,0.001350196,0.0005154505,0.0002901899,0.0007983703,0.001519404,0.001998368,0.003463026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305655,"about_ca_system_score_gemma":0.0004986409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001750563,"about_ca_topic_score_gemma":0.001918527,"domain_scores_codex":[0.9916183,0.0008375895,0.00204816,0.003511574,0.0003473088,0.001637017],"domain_scores_gemma":[0.9938108,0.0007231915,0.001404162,0.002911265,0.0007827347,0.0003678996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001482165,0.003611228,0.006274016,0.0005729298,0.00419084,0.0001072033,0.009683697,0.001339709,0.9642459,0.004381274,0.0008501585,0.003260928],"study_design_scores_gemma":[0.01781668,0.002183543,0.152663,0.001495654,0.004662351,0.003076101,0.01217968,0.000818988,0.4078797,0.003228382,0.3865483,0.007447631],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741374,0.004635132,0.004153594,0.0007277252,0.007202836,0.003724256,0.0008612198,0.0006610245,0.003896851],"genre_scores_gemma":[0.9666935,0.005993226,0.001099876,0.0001485162,0.001258471,0.002842996,0.004904405,0.0003214657,0.01673751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5563661,"threshold_uncertainty_score":0.999332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0580416099020491,"score_gpt":0.3208277910552654,"score_spread":0.2627861811532163,"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."}}