{"id":"W2101164706","doi":"10.1128/jcm.41.9.4043-4048.2003","title":"Biofilm Formation by Group A Streptococci: Is There a Relationship with Treatment Failure?","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Directorate for Biological Sciences","keywords":"Pharyngitis; Penicillin; Biofilm; Antibiotics; Microbiology; Streptococcus; Streptococcus pyogenes; Bacteria; Medicine; Biology; Internal medicine; Staphylococcus aureus","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":[0.003222604,0.0004117604,0.000805093,0.001194345,0.0004297555,0.00085638,0.0006487389,0.00169318,0.004176429],"category_scores_gemma":[0.01922598,0.0002620109,0.000709546,0.001542013,0.0008235329,0.001243694,0.0005566634,0.001340532,0.0005291548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000350859,"about_ca_system_score_gemma":0.0004985086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430301,"about_ca_topic_score_gemma":0.001282435,"domain_scores_codex":[0.9974021,0.000841486,0.0003641168,0.000323979,0.0007736033,0.0002948749],"domain_scores_gemma":[0.9769483,0.009985614,0.009513081,0.0009371142,0.001401994,0.001214041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001703481,0.00004394454,0.990216,0.0000545384,0.00008453972,0.0002308756,0.00008005517,0.00003784107,0.000257241,0.00003153994,0.0001375495,0.008655658],"study_design_scores_gemma":[0.000007581937,0.000544566,0.9955066,0.0001012951,0.000118121,0.001920379,0.0004156418,0.000579974,0.0001308041,0.0001564875,0.0005050069,0.00001359882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976538,0.01849314,0.0009483641,0.00215166,0.00007385191,0.00002803939,0.0001743722,0.00001870298,0.001574057],"genre_scores_gemma":[0.9977666,0.0014881,0.0002370686,0.0001596415,0.00009894901,0.00001087776,0.00007677826,0.000005317086,0.0001566958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004176429,"threshold_uncertainty_score":0.01704293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05502200261060909,"score_gpt":0.3642801542477207,"score_spread":0.3092581516371116,"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."}}