{"id":"W4414553913","doi":"10.1186/s12903-025-06779-5","title":"The impact of maternal oral microbiota on the risk of small vulnerable newborns: a nested case-control study","year":2025,"lang":"en","type":"article","venue":"BMC Oral Health","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Key Research and Development Program of China; Fudan University; National Natural Science Foundation of China","keywords":"Oral and maxillofacial surgery; Oral health; Streptococcus; Oral microbiology; Streptococcus mutans; Diversity (politics); Human microbiome; Risk factor","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.002942542,0.0002060113,0.0005115631,0.0001043122,0.0006948794,0.00006958142,0.000505598,0.0001201609,0.0003218051],"category_scores_gemma":[0.0002861386,0.0001050404,0.0002367353,0.0003785136,0.0002272939,0.00004175553,0.0001142111,0.0006656611,0.00005529142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000126351,"about_ca_system_score_gemma":0.0006267854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05945822,"about_ca_topic_score_gemma":0.1018493,"domain_scores_codex":[0.9951305,0.00331539,0.0006183356,0.0002816698,0.0001169633,0.0005371906],"domain_scores_gemma":[0.9976646,0.001095985,0.0003322283,0.0006726694,0.0001555336,0.00007903139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001618562,0.0004291844,0.9851901,0.00009561601,0.0003309459,0.00007177659,0.0001326722,0.0001562402,0.001713087,0.0001710881,0.005773979,0.004316783],"study_design_scores_gemma":[0.002202154,0.001402095,0.9943084,0.00008102426,0.0000409241,0.0001620834,0.0005388069,0.0003214433,0.0005225328,0.0000858163,0.0002445535,0.00009021605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962574,0.0007300153,0.00009696816,0.0001578823,0.0003235156,0.001393351,0.0008644106,0.00002085369,0.0001555538],"genre_scores_gemma":[0.9975508,0.00005097789,0.00009871345,0.0001019352,0.00003665196,0.0000274768,0.000006238276,0.00001522182,0.002112019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0423911,"threshold_uncertainty_score":0.9468049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04838445309571733,"score_gpt":0.3815111309098132,"score_spread":0.3331266778140959,"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."}}