{"id":"W1991896161","doi":"10.1016/j.micpath.2009.04.004","title":"Biofilm formation in clinical isolates of group B streptococci from north India","year":2009,"lang":"en","type":"article","venue":"Microbial Pathogenesis","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ottawa Hospital Research Institute","keywords":"Biofilm; Microbiology; Bacteria; Serotype; Group B; Group A; Pathogenesis; Asymptomatic carrier; Biology; Colonization; Streptococcaceae; Streptococcus; Asymptomatic; Medicine; Antibiotics; Immunology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009704188,0.0001042672,0.000274363,0.0001206657,0.00002573073,0.000007548943,0.00005686353,0.000100028,0.00008575213],"category_scores_gemma":[0.00002642884,0.00009143865,0.0001328621,0.0001939454,0.00002987748,0.0001056544,0.00002210055,0.0001036616,0.00004646265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002741509,"about_ca_system_score_gemma":0.00001917132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003378912,"about_ca_topic_score_gemma":0.0003728488,"domain_scores_codex":[0.9990717,0.00004245893,0.0005150739,0.000167411,0.00006133877,0.0001420247],"domain_scores_gemma":[0.9995775,0.00003387568,0.0001213047,0.0001593614,0.00004214923,0.00006586785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001586072,0.0003595953,0.1554425,0.0000233823,0.00001524956,0.00002687318,0.000097255,0.000002981435,0.8066882,0.00001609773,0.0001826082,0.03698659],"study_design_scores_gemma":[0.001009065,0.0003327291,0.91052,0.0000753171,0.00004370971,0.00002429134,0.00001933539,0.00002595166,0.08694729,0.00007740588,0.00083402,0.00009087563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988403,0.0001014724,0.0001873938,0.0001062197,0.0001571758,0.0002664354,0.0001694128,0.00003156589,0.0001399825],"genre_scores_gemma":[0.9982093,0.0000818473,0.0009504326,0.0003327685,0.0001519895,0.000003559521,0.0002190632,0.000007906061,0.00004315896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7550775,"threshold_uncertainty_score":0.372876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748565658208918,"score_gpt":0.274119613620292,"score_spread":0.2566339570382029,"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."}}