{"id":"W3091161937","doi":"10.1079/9781789243413.0139","title":"Drug susceptibility testing and antimicrobial resistance in <i>Mycobacterium avium</i> subsp. <i>paratuberculosis</i> .","year":2020,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Paratuberculosis; Mycobacterium avium subsp. paratuberculosis; Microbiology; Antimicrobial; Mycobacterium; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004404867,0.0007193472,0.00128693,0.0002314773,0.0001249009,0.0001305205,0.0002438564,0.0005084554,0.0001473169],"category_scores_gemma":[0.0005637229,0.0007198408,0.0002429851,0.0000761551,0.0004571483,0.00008482688,0.0003209152,0.001513439,0.0001243501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276235,"about_ca_system_score_gemma":0.0005547401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001391477,"about_ca_topic_score_gemma":0.001106338,"domain_scores_codex":[0.9965443,0.00008307929,0.0008325664,0.001292778,0.0005171926,0.0007301075],"domain_scores_gemma":[0.9973721,0.0005251031,0.0002418458,0.0008308279,0.0002954542,0.0007347076],"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":[0.008745794,0.0006347432,0.2342051,0.03114412,0.001022241,0.01330534,0.003414532,8.206936e-7,0.455538,0.01535297,0.1996547,0.03698156],"study_design_scores_gemma":[0.01297612,0.001367762,0.06416196,0.01769199,0.00166272,0.0006383306,0.0000905207,0.00002766973,0.03712777,0.009849225,0.8491024,0.00530353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1033561,0.001308901,0.000001716978,0.001588653,0.0002981357,0.001792821,0.0004438767,0.0002130624,0.8909968],"genre_scores_gemma":[0.2912816,0.0005384993,0.001734653,0.004072418,0.001402143,0.0001118775,0.0003077503,0.0003188521,0.7002322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6494477,"threshold_uncertainty_score":0.9995252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604416939382692,"score_gpt":0.2513848190416952,"score_spread":0.2253406496478683,"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."}}