{"id":"W7161839411","doi":"10.82308/35858","title":"The social environment and dental caries development: A comprehensive investigation of potential mechanisms","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social environment; Socioeconomic status; Affect (linguistics); Neighbourhood (mathematics); Oral health; Diversity (politics); Baseline (sea)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002218403,0.0006437288,0.0008620909,0.001805006,0.0009739714,0.001701539,0.0006665775,0.0008840599,0.003471167],"category_scores_gemma":[0.002942555,0.0003951915,0.002428199,0.00173992,0.0005972571,0.0009133379,0.001509205,0.0008061589,0.0002745499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204508,"about_ca_system_score_gemma":0.005012602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01694243,"about_ca_topic_score_gemma":0.03958782,"domain_scores_codex":[0.9992674,0.0002777795,0.00005293511,0.0001244992,0.0001538411,0.0001236683],"domain_scores_gemma":[0.997902,0.0009315902,0.0004925746,0.00009728064,0.0003195113,0.0002569668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002454788,0.0004052538,0.8746036,0.002737897,0.002483345,0.0004908104,0.002431154,0.0005820963,0.0007915216,0.001922888,0.003244566,0.1100614],"study_design_scores_gemma":[0.00002338262,0.0004593694,0.9862211,0.001531619,0.001566966,0.0004300009,0.001458524,0.0006637266,0.0001865075,0.001256344,0.006170124,0.00003233032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8853674,0.09662488,0.002715236,0.006458557,0.0001777645,0.000421368,0.0021689,0.00004031278,0.006025635],"genre_scores_gemma":[0.9281383,0.06106073,0.00657329,0.0006954881,0.0002196707,0.0003501961,0.0009710987,0.000008651482,0.001982691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01694243,"threshold_uncertainty_score":0.03368765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129847965678844,"score_gpt":0.2681349084402641,"score_spread":0.2551501118723797,"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."}}