{"id":"W2542315660","doi":"10.1111/1751-7915.12432","title":"<i>Actinobacillus pleuropneumoniae</i> grows as aggregates in the lung of pigs: is it time to refine our <i>in vitro</i> biofilm assays?","year":2016,"lang":"en","type":"article","venue":"Microbial Biotechnology","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Actinobacillus pleuropneumoniae; Biofilm; Microbiology; Pleuropneumonia; In vitro; Actinobacillus; Chemistry; Agarose; In vivo; Confocal; Biology; Bacteria; Molecular biology; Serotype; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007030008,0.0003556692,0.0005926519,0.0008896905,0.0001376709,0.00002369886,0.0008952919,0.0008845499,0.001164077],"category_scores_gemma":[0.0003830588,0.0002369555,0.0001872823,0.001318918,0.0003746343,0.0001015862,0.0004157477,0.0006567019,0.005443298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566604,"about_ca_system_score_gemma":0.0001470589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009064365,"about_ca_topic_score_gemma":0.0001681551,"domain_scores_codex":[0.9971299,0.0004548603,0.0006984613,0.0007040954,0.00007048663,0.0009422166],"domain_scores_gemma":[0.9986314,0.0002112162,0.0001850221,0.0008276644,0.00009912071,0.00004562271],"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":[0.0004463627,0.0003632841,0.0001983011,0.00002397364,0.00005706389,0.00004367746,0.0001595854,5.877148e-7,0.9357513,0.0001943982,0.05511009,0.007651412],"study_design_scores_gemma":[0.001587288,0.000262366,0.0001055407,0.0001159339,0.00002055167,0.0003003039,0.000182201,8.304087e-7,0.8292493,0.00005742361,0.1678535,0.000264779],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203182,0.002100822,0.00003256974,0.07448529,0.0002899872,0.0009081584,0.0006881292,0.0001243028,0.001052539],"genre_scores_gemma":[0.9932888,0.0005202469,0.00005962188,0.002221154,0.00003560216,0.000057028,0.00005604933,0.00003533651,0.003726216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1127434,"threshold_uncertainty_score":0.999749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127539408466803,"score_gpt":0.26045261685836,"score_spread":0.249177222773692,"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."}}