{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001763024,0.00009888431,0.0002303231,0.001009423,0.001593156,0.000496598,0.0009503766,0.0001842957,0.0006198002],"category_scores_gemma":[0.00211839,0.00008095777,0.00007427308,0.0003474123,0.0005435104,0.0004359639,0.0001644004,0.001111809,0.0001736781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006733651,"about_ca_system_score_gemma":0.001028491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2531316,"about_ca_topic_score_gemma":0.9862437,"domain_scores_codex":[0.9981682,0.0002549874,0.0002800334,0.0001544514,0.0004588168,0.0006835067],"domain_scores_gemma":[0.9984637,0.0002670468,0.0001601818,0.0002747111,0.0005309353,0.0003033463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009811005,0.0000809311,0.9923941,0.000009126961,0.0001061832,0.001213158,0.0001245083,0.000004261786,0.001299544,0.00005193389,0.004431912,0.0001862446],"study_design_scores_gemma":[0.001182133,0.000189361,0.9935748,0.0002304627,0.000005666807,0.001555251,0.00013134,0.000002409229,0.0007044514,0.00003728795,0.002291086,0.00009572876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942093,0.0003486242,3.843097e-7,0.0006341565,0.0001921106,0.0001731632,0.0002102563,0.000002871617,0.004229098],"genre_scores_gemma":[0.9964066,0.000111425,0.00002510669,0.00001207474,0.00009923566,0.00000334809,0.00002853572,0.00001511325,0.003298628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7331121,"threshold_uncertainty_score":0.9997066,"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."}}