{"id":"W4323928968","doi":"10.1093/jambio/lxad050","title":"A critical issue on microbiological cut-off value of ampicillin resistance in<i>Lactiplantibacillus plantarum</i>","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Microbiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"China Scholarship Council","keywords":"Biology; Ampicillin; Antibiotic resistance; Antibiotics; Genome; Genetics; Microbiology; Spectinomycin; Carbenicillin; Gene","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":[0.01825408,0.0008952009,0.001727938,0.001372208,0.0005859966,0.003331205,0.001919183,0.002409202,0.001044695],"category_scores_gemma":[0.03433816,0.0003861223,0.0006672773,0.0009955121,0.001174334,0.001156134,0.0009158428,0.002136963,0.0008619247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006928242,"about_ca_system_score_gemma":0.0008780357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126929,"about_ca_topic_score_gemma":0.0009210066,"domain_scores_codex":[0.9769099,0.0102828,0.003639221,0.003379507,0.004931709,0.0008568355],"domain_scores_gemma":[0.9583591,0.02825276,0.003673,0.00248976,0.006270296,0.0009551854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003333056,0.0007374556,0.4757881,0.003654202,0.0005570353,0.001586785,0.001602707,0.00162387,0.1840747,0.002728388,0.01205339,0.3122603],"study_design_scores_gemma":[0.0001656816,0.00379286,0.6978137,0.003216836,0.000951349,0.0111676,0.005979253,0.01070543,0.1795688,0.009526413,0.07682949,0.0002825563],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8374587,0.07095166,0.04926172,0.02477813,0.003970092,0.0002519664,0.002604,0.0007373309,0.009986405],"genre_scores_gemma":[0.954416,0.002830682,0.03620414,0.003712326,0.0006649898,0.0001791288,0.001348694,0.0001228012,0.0005211766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01825408,"threshold_uncertainty_score":0.09653801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148792412707036,"score_gpt":0.2866658886826437,"score_spread":0.2717866474119401,"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."}}