{"id":"W4386316910","doi":"10.1002/9781119862611.ch10","title":"Respiratory System Microbiome","year":2023,"lang":"en","type":"other","venue":"","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Fusobacteria; Firmicutes; Microbiome; Biology; Bacteroidetes; Actinobacteria; Proteobacteria; Microbiology; Pharynx; Respiratory system; Physiology; Bacteria; Anatomy; 16S ribosomal RNA","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":[0.001303287,0.0006854963,0.0008835702,0.001474297,0.001396531,0.002953804,0.0006304006,0.001183782,0.05134096],"category_scores_gemma":[0.005832521,0.0002822143,0.0006210494,0.001386717,0.0004691679,0.001218087,0.002933123,0.001395877,0.01825894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016056,"about_ca_system_score_gemma":0.00231891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006077257,"about_ca_topic_score_gemma":0.004980015,"domain_scores_codex":[0.998404,0.0004173662,0.000106114,0.0003768238,0.000426448,0.0002692379],"domain_scores_gemma":[0.9985892,0.0002048995,0.0002493328,0.0001360462,0.0005377121,0.0002827476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000435354,0.0001749018,0.0847024,0.004085171,0.0003479906,0.0008721386,0.002980315,0.0003108226,0.008699032,0.007052983,0.3103543,0.5799845],"study_design_scores_gemma":[0.00002639963,0.0001482614,0.06094593,0.001542358,0.0001047117,0.001768292,0.001230096,0.0001397348,0.000634563,0.002120744,0.9312954,0.00004347867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1792733,0.1510847,0.02080984,0.0421755,0.01024364,0.001982815,0.1494861,0.003270701,0.4416733],"genre_scores_gemma":[0.5962787,0.09851305,0.03590472,0.02896413,0.004144694,0.001726943,0.0862022,0.001424461,0.1468409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05134096,"threshold_uncertainty_score":0.1717526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182291905758311,"score_gpt":0.2598616892522304,"score_spread":0.2480387701946473,"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."}}