{"id":"W4409340083","doi":"10.12688/f1000research.157349.2","title":"A global overview of the use of cone beam computed tomography in dentistry: a bibliometric review focusing on paediatric patients","year":2025,"lang":"en","type":"review","venue":"F1000Research","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Open peer review; Cone beam computed tomography; Plant biology; Computed tomography; Medicine; Dentistry; Paediatric dentistry; Cone (formal languages); Medical physics; Physiology; Orthodontics; Radiology; Biology; Computer 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":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.001172442,0.0005350009,0.002589813,0.03039126,0.00009664563,0.0001392665,0.001783417,0.0002943899,0.0001153233],"category_scores_gemma":[0.001655785,0.0004002973,0.001996097,0.2466175,0.0002979306,0.0002399335,0.001163989,0.0008358972,0.00002976993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467885,"about_ca_system_score_gemma":0.0004647591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000479535,"about_ca_topic_score_gemma":0.00004743247,"domain_scores_codex":[0.9930856,0.001485411,0.001854948,0.0007226078,0.002178028,0.0006733665],"domain_scores_gemma":[0.9954242,0.001609643,0.0009786615,0.001327913,0.0005143908,0.0001451575],"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":[0.00001613593,0.0006421918,0.04859807,0.1925789,0.0002594468,0.00005147797,0.000002208794,0.000001210953,1.071234e-7,0.00009069429,0.01724985,0.7405097],"study_design_scores_gemma":[0.0009893008,0.0001357532,0.1395559,0.3400998,0.001136657,0.00004345252,0.00000272909,0.000007828021,0.000003324286,0.00005811046,0.5174792,0.0004878675],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006488109,0.9932132,0.00001819722,0.00001018839,0.0008484906,0.003035407,0.001856745,0.00002801971,0.0003409683],"genre_scores_gemma":[0.000417914,0.9988972,0.0001122292,0.00007906264,0.0000465031,0.0001013858,0.0002173543,0.00004219828,0.00008618343],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7400218,"threshold_uncertainty_score":0.9998449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407800459960119,"score_gpt":0.4149324573728314,"score_spread":0.2741524113768194,"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."}}