{"id":"W4405531432","doi":"10.1016/j.mimet.2024.107071","title":"Broth microdilution protocol for determining antimicrobial susceptibility of Legionella pneumophila to clinically relevant antimicrobials","year":2024,"lang":"en","type":"article","venue":"Journal of Microbiological Methods","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"European Society of Clinical Microbiology and Infectious Diseases; Cardiff University","keywords":"Broth microdilution; Antimicrobial; Microbiology; Legionella pneumophila; Minimum inhibitory concentration; Legionella; Biology; Antibiotic resistance; Antibiotics; Bacteria; Genetics","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":[0.005295423,0.002702104,0.002660736,0.002757392,0.0009555913,0.001934855,0.002919363,0.001816214,0.01035365],"category_scores_gemma":[0.004725011,0.001154178,0.00127198,0.001736687,0.001182462,0.0006352182,0.001871598,0.003427281,0.01214389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005428218,"about_ca_system_score_gemma":0.001769552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008042736,"about_ca_topic_score_gemma":0.001267579,"domain_scores_codex":[0.9857035,0.003763624,0.002165115,0.002336829,0.004910517,0.001120294],"domain_scores_gemma":[0.9956103,0.001039994,0.0004119366,0.0009612571,0.001739593,0.0002369679],"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":[0.001396161,0.001594818,0.003170069,0.001327788,0.0001087216,0.0005186485,0.0007838409,0.001152163,0.9374217,0.002596918,0.02265407,0.02727506],"study_design_scores_gemma":[0.0002948692,0.005138913,0.01205932,0.000762771,0.000224644,0.00105173,0.000329177,0.007420942,0.7667704,0.001652257,0.2039514,0.0003434889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1238227,0.00749236,0.6880375,0.001781579,0.00412306,0.07067574,0.03834651,0.01603978,0.0496807],"genre_scores_gemma":[0.09879898,0.005309204,0.7293674,0.001527374,0.000760802,0.09015837,0.0480139,0.000927,0.02513692],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01035365,"threshold_uncertainty_score":0.03463644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07722500305833137,"score_gpt":0.4656428654355528,"score_spread":0.3884178623772214,"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."}}