{"id":"W2131254021","doi":"10.1086/597040","title":"The Pneumococcal Pilus Predicts the Absence of<i>Staphylococcus aureus</i>Co‐Colonization in Pneumococcal Carriers","year":2009,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Pilus; Streptococcus pneumoniae; Colonization; Staphylococcus aureus; Microbiology; Medicine; Pneumococcal infections; Biology; Bacteria; Virulence; Genetics; Gene; Antibiotics","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":[0.0007831443,0.0006245021,0.0003526112,0.0008309187,0.0004663455,0.0007591173,0.0003587375,0.001110048,0.00330652],"category_scores_gemma":[0.005670954,0.0005201567,0.0005194338,0.0004879848,0.0006696804,0.0004714875,0.000545182,0.001009358,0.0004697075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648596,"about_ca_system_score_gemma":0.0002827586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002782422,"about_ca_topic_score_gemma":0.002104521,"domain_scores_codex":[0.999446,0.0001829667,0.000055263,0.0001013654,0.00007526104,0.0001390595],"domain_scores_gemma":[0.9964812,0.00106859,0.001333381,0.0002522781,0.0001288241,0.0007357445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006551247,0.00008196665,0.9968167,0.000006967038,0.00004113523,0.000281019,0.0000402427,0.00005556072,0.001132566,0.00003492261,0.00006539452,0.0007884772],"study_design_scores_gemma":[0.00002412049,0.0004962847,0.9950794,0.00001019022,0.0001008816,0.002437155,0.0001371391,0.001033134,0.0004460393,0.00009385869,0.0001326439,0.000009210823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993905,0.0001017922,0.00006410649,0.00004190053,0.000009954755,0.000002449017,0.00002768801,0.000003483367,0.0003581317],"genre_scores_gemma":[0.9998049,0.00002696759,0.00003861669,0.0000101152,0.00001174783,0.000001181463,0.00002453859,0.000001499996,0.0000803666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00330652,"threshold_uncertainty_score":0.01106137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199942685995113,"score_gpt":0.3433492238995038,"score_spread":0.3233549552999925,"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."}}