{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005016286,0.0003175678,0.0004738281,0.001110129,0.000403621,0.0009259295,0.0001545724,0.0004296876,0.001731943],"category_scores_gemma":[0.0009221441,0.0002074544,0.0003396355,0.00106014,0.0003169429,0.0004646307,0.0007322919,0.0003889767,0.00025714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002823887,"about_ca_system_score_gemma":0.0005947171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002546178,"about_ca_topic_score_gemma":0.004339754,"domain_scores_codex":[0.9996263,0.00008850641,0.00002340512,0.00008164922,0.0001001447,0.00008009282],"domain_scores_gemma":[0.9994825,0.00007442667,0.0002454723,0.00001825442,0.00009999981,0.00007932885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005286886,0.0001627705,0.9008074,0.0009326068,0.0002149874,0.000369769,0.001438407,0.0002270011,0.03889082,0.0004057116,0.0008131672,0.05520869],"study_design_scores_gemma":[0.000002409387,0.0001512239,0.9948644,0.0001426831,0.00005119349,0.0006848993,0.0007734206,0.0001378867,0.00122504,0.0002678733,0.001688849,0.0000101985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852139,0.0107068,0.0007130817,0.0003494462,0.00002457171,0.00002793734,0.001355032,0.0000167377,0.001592486],"genre_scores_gemma":[0.991645,0.005240158,0.001824559,0.0001100482,0.0000339149,0.00002419784,0.0006206442,0.000005252534,0.000496119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002546178,"threshold_uncertainty_score":0.005793869,"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."}}