{"id":"W4401825867","doi":"10.1016/j.oooo.2024.07.016","title":"Mapping oral medicine (stomatology) and oral and maxillofacial pathology international organizations: a scoping review of global data and historical analysis","year":2024,"lang":"en","type":"review","venue":"Oral Surgery Oral Medicine Oral Pathology and Oral Radiology","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Oral medicine; Oral and maxillofacial pathology; Dentistry; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009968391,0.00116632,0.008432069,0.001789565,0.0006566538,0.00002883613,0.0008380839,0.001742885,0.001207351],"category_scores_gemma":[0.01365632,0.0008617635,0.0002375528,0.003510459,0.003632356,0.0005511005,0.002043693,0.002268861,0.0000503269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006605521,"about_ca_system_score_gemma":0.001571504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671386,"about_ca_topic_score_gemma":0.0007580158,"domain_scores_codex":[0.9861436,0.005795419,0.003771528,0.002376978,0.0006029425,0.001309485],"domain_scores_gemma":[0.993718,0.00194119,0.001843411,0.001128458,0.0006615125,0.0007074652],"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":[0.0002496594,0.0001745871,0.3445005,0.0728013,0.001818004,0.002528674,0.0007712308,1.018851e-7,0.000006036284,0.001234564,0.02825121,0.5476642],"study_design_scores_gemma":[0.002199396,0.000896271,0.02642369,0.07810169,0.01361054,0.01660132,0.001166356,0.0001265195,9.393044e-8,0.001296636,0.8580687,0.001508754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007565891,0.9712532,0.0002822703,0.01375148,0.004466353,0.001954853,0.0004508761,0.0001362729,0.0001387598],"genre_scores_gemma":[0.00132981,0.9904879,0.0009598334,0.002751605,0.0004188452,0.0002050173,0.003386153,0.000100976,0.0003598956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8298175,"threshold_uncertainty_score":0.9997057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2002196229765102,"score_gpt":0.5229538278614704,"score_spread":0.3227342048849602,"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."}}