{"id":"W3113540512","doi":"10.1016/j.vetmic.2020.108973","title":"Antimicrobial susceptibility monitoring of Mycoplasma hyopneumoniae isolated from seven European countries during 2015–2016","year":2020,"lang":"en","type":"article","venue":"Veterinary Microbiology","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vétoquinol (Canada)","funders":"Ceva Santé Animale; Bayer Animal Health; Elanco Animal Health; Virbac; Merial; Zoetis","keywords":"Mycoplasma hyopneumoniae; Tylosin; Tiamulin; Broth microdilution; Tilmicosin; Oxytetracycline; Biology; Enrofloxacin; Microbiology; Antimicrobial; Florfenicol; Minimum inhibitory concentration; Veterinary medicine; Spiramycin; Antibiotics; Erythromycin; Medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002681786,0.0003877772,0.0006410896,0.0001513612,0.0003174503,0.00002961142,0.000502421,0.0003412513,0.001721353],"category_scores_gemma":[0.00008335313,0.0003755619,0.0002391711,0.0002453265,0.0006115792,0.0001579202,0.0006327304,0.0004993069,0.00198438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008037067,"about_ca_system_score_gemma":0.0001222525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003953525,"about_ca_topic_score_gemma":0.00001102817,"domain_scores_codex":[0.9967754,0.0009352102,0.0007126184,0.0007845428,0.00002384665,0.0007684103],"domain_scores_gemma":[0.9988038,0.000164466,0.0002489911,0.0004943762,0.000176621,0.0001117546],"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":[0.001541426,0.0001785715,0.01115643,0.0001314751,0.0002872322,0.00009490154,0.000814919,0.00001186715,0.9835004,0.000004795557,0.002063092,0.0002148766],"study_design_scores_gemma":[0.002773065,0.001209634,0.007046815,0.0001589959,0.00008200163,0.0007956795,0.000258695,0.000003988383,0.9559461,0.000007576354,0.03113696,0.0005805349],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948231,0.001438135,0.00008222082,0.0004668543,0.0009226407,0.0003432427,0.001580623,0.0001993825,0.0001437821],"genre_scores_gemma":[0.9984875,0.0003296685,0.000122025,0.0001008994,0.0001819267,0.000007403542,0.0004683804,0.00005357024,0.0002485936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02907386,"threshold_uncertainty_score":0.9998696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539231970991867,"score_gpt":0.2695158021140198,"score_spread":0.2441234824041011,"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."}}