{"id":"W4281618382","doi":"10.3390/ijerph19127114","title":"Individual, Family, and Socioeconomic Contributors to Dental Caries in Children from Low- and Middle-Income Countries","year":2022,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Environmental health; Low and middle income countries; Low income; Psychology; Medicine; Demography; Geography; Socioeconomics; Developing country; Sociology; Economics; Economic growth; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00227415,0.0002458328,0.0008152332,0.0008632895,0.000257519,0.0004671838,0.0005008147,0.0001589046,0.000554166],"category_scores_gemma":[0.0001663912,0.0002338559,0.00009022002,0.0001062737,0.0003175271,0.0004033836,0.0007383874,0.0009654909,0.0000283548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745104,"about_ca_system_score_gemma":0.0007698203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095419,"about_ca_topic_score_gemma":0.0005871083,"domain_scores_codex":[0.9961067,0.000609329,0.001090531,0.0003816856,0.001273264,0.0005384884],"domain_scores_gemma":[0.9979108,0.0006395468,0.0005052544,0.0001196542,0.00003923058,0.0007855306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001446061,0.0003360438,0.3200848,0.00138713,0.00050191,0.0001751441,0.0005688738,2.948653e-7,2.668623e-7,0.0002779997,0.0005064512,0.6760165],"study_design_scores_gemma":[0.001487435,0.0005971565,0.4283372,0.002458886,0.00002705883,0.001006712,0.00224394,0.000002604764,3.110775e-7,0.0002086704,0.5633649,0.0002651636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4270339,0.5693865,0.000002670329,0.0001688391,0.0003362724,0.0003960454,0.002660081,0.000002964973,0.00001271197],"genre_scores_gemma":[0.1221041,0.8765076,0.00002107762,0.0003860814,0.0002506564,0.00002998344,0.0006282513,0.00002717475,0.00004500745],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6757513,"threshold_uncertainty_score":0.9536366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06994177889303742,"score_gpt":0.3964935157325293,"score_spread":0.3265517368394918,"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."}}