{"id":"W2737142452","doi":"10.1177/0022034517718819","title":"Microbiome Associated with Severe Caries in Canadian First Nations Children","year":2017,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"Winnipeg Regional Health Authority; Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"National Institute of Dental and Craniofacial Research; Children's Hospital Research Institute of Manitoba","keywords":"Early childhood caries; Microbiome; Population; Medicine; Metagenomics; Demography; Alpha diversity; Etiology; Indigenous; Biology; Dentistry; Environmental health; Species richness; Oral health; Ecology; Bioinformatics; Genetics; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002871915,0.0004163937,0.0005036156,0.001307392,0.002685466,0.000952813,0.0003581973,0.0003726538,0.001533294],"category_scores_gemma":[0.0009624895,0.0002999856,0.0003500546,0.002120078,0.0006158389,0.0001935635,0.0008064428,0.0004471856,0.0001178718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006714639,"about_ca_system_score_gemma":0.009179124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9438222,"about_ca_topic_score_gemma":0.9612707,"domain_scores_codex":[0.99945,0.00002365305,0.00001618381,0.00009525291,0.000207682,0.0002072305],"domain_scores_gemma":[0.9995142,0.00002302548,0.0001101771,0.00001171473,0.0002059721,0.0001347867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002992106,0.0000498699,0.9586998,0.000206192,0.00006750262,0.0008296873,0.006055102,0.000109702,0.01602368,0.0001882266,0.00124818,0.01622281],"study_design_scores_gemma":[0.000002543968,0.00002957795,0.9961687,0.00002617934,0.00001976697,0.000256326,0.002130698,0.00006533731,0.0002751659,0.00001810711,0.0009983692,0.00000931176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996996,0.0009645552,0.00006607001,0.00009989621,0.000007064903,0.00002179961,0.0008266186,0.000004429975,0.001013532],"genre_scores_gemma":[0.9969922,0.001076321,0.0004923056,0.00009406288,0.000004913576,0.00001380444,0.0006616172,0.000005655799,0.0006591782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05617779,"threshold_uncertainty_score":0.1130172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03921915189922484,"score_gpt":0.3654792949204496,"score_spread":0.3262601430212247,"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."}}