{"id":"W7133045622","doi":"","title":"Infant Nasal Microbiome and Respiratory Health Outcomes in Early Childhood in the CHILD Cohort","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Microbiome; Wheeze; Moraxella; Asthma; Nose; Cohort; Cohort study; Moraxella catarrhalis; Early childhood","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003707199,0.0002254884,0.0002153303,0.0005378831,0.0005394079,0.0004912541,0.0002955172,0.0002937255,0.002665382],"category_scores_gemma":[0.0007582422,0.0001464249,0.000304178,0.0009249146,0.0001248014,0.0001824042,0.000413685,0.0004578887,0.0003816436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156541,"about_ca_system_score_gemma":0.00137638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3317099,"about_ca_topic_score_gemma":0.3524914,"domain_scores_codex":[0.9998403,0.00001249412,0.000005323383,0.00002941507,0.00005188774,0.00006055944],"domain_scores_gemma":[0.99975,0.00001674011,0.00005518268,0.00001671843,0.00007024351,0.00009120491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002143305,0.00003744886,0.9908583,0.00002662472,0.00006274675,0.00008386702,0.0002793344,0.0000669288,0.0006827306,0.00008388453,0.001905132,0.005698687],"study_design_scores_gemma":[0.000001547942,0.00001241371,0.9993988,0.000006531574,0.00001073756,0.00002160298,0.00006253468,0.00002037063,0.00004048755,0.000006147913,0.0004176542,0.000001117758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894103,0.001110269,0.00009000986,0.0002753693,0.00001638031,0.0000178098,0.006506687,0.00001183191,0.002561491],"genre_scores_gemma":[0.992105,0.001239468,0.000227457,0.0000553183,0.00001474459,0.00002830644,0.003480959,0.000008682956,0.002839937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3317099,"threshold_uncertainty_score":0.6595582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085213705187953,"score_gpt":0.3271683772569968,"score_spread":0.3163162402051172,"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."}}