{"id":"W4294749129","doi":"10.22514/1053-4625-46.4.2","title":"Assessment of Pediatricians’ Knowledge, Practices, and Attitudes on Oral Health/Care in Children in the Last Decade: A Systematic Scoping Review and Critical Reflection","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Pediatric Dentistry","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Observational study; Health care; Cochrane Library; MEDLINE; Oral health; Scope (computer science); Alternative medicine; Pediatrics; Medical education; Political science","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":[0.007501011,0.0001458144,0.0009430322,0.0002933577,0.0001489181,0.00005919734,0.0002630358,0.0001317516,0.0000263968],"category_scores_gemma":[0.004317383,0.0001168715,0.0001353822,0.0007707032,0.00005090696,0.0002251679,0.0001286148,0.001496941,0.000002170559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169442,"about_ca_system_score_gemma":0.000691591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002774357,"about_ca_topic_score_gemma":0.00059141,"domain_scores_codex":[0.9932705,0.002639464,0.002820961,0.0002697918,0.0007661235,0.0002331367],"domain_scores_gemma":[0.9944397,0.002449001,0.002590719,0.0001885084,0.0001808746,0.0001512117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005496614,0.0006572482,0.9281503,0.06886783,0.0000147082,0.00008897665,0.00005980881,0.000006023803,1.150683e-7,0.00007146823,0.0008300013,0.001198536],"study_design_scores_gemma":[0.00121054,0.0009345216,0.9876912,0.00768997,0.0003238415,0.001398545,0.0006045275,0.00001294027,1.123769e-7,0.00002516461,0.00001427746,0.00009438124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8193267,0.1781821,0.00003632058,0.0002394593,0.001112498,0.0009501243,0.0000173639,0.000005493131,0.000129988],"genre_scores_gemma":[0.9711571,0.02730864,0.0001672437,0.0008983291,0.0004032343,0.00003301998,0.000008556804,0.00001268307,0.00001116265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1518304,"threshold_uncertainty_score":0.6503547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0957433905251764,"score_gpt":0.5414522786096211,"score_spread":0.4457088880844447,"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."}}