{"id":"W4390698797","doi":"10.1111/ipd.13157","title":"Diagnostic accuracy of tele‐dentistry in screening children for dental caries by community health workers in a lower‐middle‐income country","year":2024,"lang":"en","type":"article","venue":"International Journal of Paediatric Dentistry","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Dentistry; Gold standard (test); Oral health; Dentition; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002211004,0.0002156552,0.0001781428,0.0008693144,0.0002375046,0.0004936088,0.0003698862,0.0005764895,0.001867081],"category_scores_gemma":[0.007724021,0.0002198364,0.000298774,0.0004016116,0.0002781134,0.000287526,0.0004890927,0.0003491484,0.0002411868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828451,"about_ca_system_score_gemma":0.0002841845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004204158,"about_ca_topic_score_gemma":0.004944233,"domain_scores_codex":[0.9987193,0.0005772681,0.0001056311,0.0001593847,0.0003263712,0.0001121578],"domain_scores_gemma":[0.9961713,0.001947517,0.0009365782,0.0002181185,0.0004794155,0.0002470546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001531609,0.0001477884,0.9815125,0.000056078,0.00001738284,0.0001046486,0.0005466535,0.00008536315,0.0004673889,0.00001093292,0.000114708,0.01678335],"study_design_scores_gemma":[0.00001491938,0.0004391552,0.9964006,0.00006029289,0.00003499222,0.000553412,0.001110808,0.0007753978,0.0003854385,0.00001667216,0.0002014026,0.000006850311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990356,0.0002589947,0.0000940426,0.00005465222,0.000007026601,0.00001262426,0.00004177834,0.000006163193,0.0004892963],"genre_scores_gemma":[0.9995188,0.0001270104,0.0002369605,0.00001208884,0.000003962499,0.000006225634,0.00003353467,6.647056e-7,0.00006084802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004204158,"threshold_uncertainty_score":0.01169306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488331202679555,"score_gpt":0.3642969352355637,"score_spread":0.3394136232087681,"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."}}