{"id":"W4406142504","doi":"10.1159/000543421","title":"Microbiome in Early Childhood Caries: Caries Severity-Dependent Insights","year":2025,"lang":"en","type":"article","venue":"Caries Research","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Actinomyces; Molar; Dentistry; Microbiome; Medicine; Early childhood caries; Fusobacterium; Orthodontics; Biology; Bacteroides; Oral health; Bacteria; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001274716,0.0003364177,0.0006177446,0.001362392,0.001008644,0.0007745208,0.001233631,0.0006689362,0.0007221359],"category_scores_gemma":[0.0009246216,0.0003246444,0.0001565284,0.002099442,0.00201771,0.0004050975,0.001335255,0.002348121,0.001068272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004958126,"about_ca_system_score_gemma":0.001230923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01140477,"about_ca_topic_score_gemma":0.02426526,"domain_scores_codex":[0.9951958,0.001198725,0.0005868158,0.0009330767,0.0006191128,0.001466493],"domain_scores_gemma":[0.9974384,0.0006735984,0.0000494373,0.0009784622,0.0006752406,0.0001848962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001667593,0.001324088,0.6787843,0.0009981924,0.001008204,0.004310924,0.03678521,0.00003205977,0.1259843,0.03667969,0.1003647,0.01206076],"study_design_scores_gemma":[0.002787584,0.0002578596,0.7458664,0.0003165865,0.00002313919,0.0001024784,0.004549181,0.0000140253,0.04505,0.005542735,0.1948168,0.0006731931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749916,0.00662713,0.00002937751,0.0008031539,0.001038619,0.000831207,0.0002721696,0.00009745218,0.01530927],"genre_scores_gemma":[0.9688188,0.000318041,0.00007087002,0.0001392289,0.0001482699,0.0001386722,0.000139926,0.000036716,0.03018943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09445209,"threshold_uncertainty_score":0.9999535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873095704309558,"score_gpt":0.3510235645559714,"score_spread":0.3222926075128759,"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."}}