{"id":"W4402339640","doi":"10.21203/rs.3.rs-4810261/v1","title":"Microbiome in Early Childhood Caries: Caries Severity-Dependent Insights","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Early childhood caries; Microbiome; Oral Microbiome; Medicine; Dentistry; Environmental health; Biology; Oral health; 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":[0.001385128,0.0003934664,0.0005663988,0.0006940117,0.0002537588,0.001920679,0.0002136018,0.000707222,0.008757417],"category_scores_gemma":[0.0071619,0.0002188215,0.0005447452,0.001130093,0.0003841406,0.001067986,0.0009140793,0.0008527089,0.0007159758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004302104,"about_ca_system_score_gemma":0.001094417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003444621,"about_ca_topic_score_gemma":0.004524049,"domain_scores_codex":[0.9993963,0.0002556846,0.00001993245,0.0001069819,0.0001331759,0.00008790753],"domain_scores_gemma":[0.9980528,0.001219299,0.0002228589,0.0001479233,0.0002112626,0.0001458235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001605169,0.0004850294,0.3557784,0.002934923,0.001635398,0.000869269,0.00347657,0.005455535,0.02701,0.1207118,0.05560425,0.4244337],"study_design_scores_gemma":[0.00005696763,0.0002821123,0.7752203,0.00108789,0.0004989363,0.0009395491,0.003272861,0.007986548,0.004382123,0.1456864,0.06049598,0.0000904284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7464502,0.08605578,0.03355369,0.04265186,0.002717904,0.00009231504,0.02311756,0.0003301842,0.06503045],"genre_scores_gemma":[0.9425973,0.02852652,0.01250678,0.001170464,0.0007890339,0.00005761761,0.002977395,0.000122245,0.01125263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008757417,"threshold_uncertainty_score":0.02929646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03417563006597834,"score_gpt":0.375626286272549,"score_spread":0.3414506562065706,"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."}}