{"id":"W4200450327","doi":"10.3791/50490-v","title":"Characterization of Inflammatory Responses During Intranasal Colonization with &lt;em&gt;Streptococcus pneumoniae&lt;/em&gt;","year":2014,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Streptococcus pneumoniae; Colonization; Microbiology; Immune system; Biology; Nasal administration; Pathogen; Pneumonia; Pneumococcal infections; Pneumolysin; Respiratory tract; Immunology; Virulence; Meningitis; Inflammation; Antibiotics; Medicine; Respiratory system; Gene","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":[0.0004233055,0.0004200291,0.0004042386,0.000615752,0.0001714894,0.0003104237,0.0001703174,0.0004469088,0.001334565],"category_scores_gemma":[0.0002348208,0.0001776826,0.0003303851,0.0003102707,0.0003378539,0.0002924633,0.000168623,0.0007917748,0.0006287358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257943,"about_ca_system_score_gemma":0.0001719994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003914269,"about_ca_topic_score_gemma":0.0005428582,"domain_scores_codex":[0.9996977,0.00003513203,0.00003360436,0.00006561943,0.00007587252,0.00009212271],"domain_scores_gemma":[0.9996743,0.00005571761,0.00008425955,0.00003083914,0.00005021943,0.0001047428],"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":[0.0004019945,0.0001765977,0.001249249,0.00007077006,0.000004290724,0.0001843928,0.00005076428,0.00004629106,0.9963233,0.00004198918,0.00004525057,0.001405042],"study_design_scores_gemma":[0.00007429879,0.007768026,0.1435082,0.00003767477,0.00007017422,0.001955873,0.0003987101,0.001927187,0.8404893,0.0001458803,0.003600213,0.00002445385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9910727,0.002724488,0.003043116,0.00007639419,0.0000570587,0.0001832671,0.001222183,0.0000885742,0.00153218],"genre_scores_gemma":[0.9850894,0.001752381,0.006497213,0.0002159403,0.00006942359,0.0003998482,0.002117937,0.0000267887,0.003831194],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001334565,"threshold_uncertainty_score":0.004464626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417216907114952,"score_gpt":0.3340914291112528,"score_spread":0.3199192600401033,"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."}}