{"id":"W4402466447","doi":"10.4317/medoral","title":"Brazilian oral medicine and oral pathology: international scientific collaborations","year":2025,"lang":"en","type":"other","venue":"Dipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona)","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Necmettin Erbakan Üniversitesi; Bezmialem Vakıf Üniversitesi; Fundação Cearense de Apoio ao Desenvolvimento Científico e Tecnológico; Mashhad University of Medical Sciences; National Natural Science Foundation of China; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Science Foundation of Hubei Province; Erciyes Üniversitesi; Marmara Üniversitesi; Abant Izzet Baysal Üniversitesi; Ryerson University; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Universidade Federal do Rio de Janeiro; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Universidad Nacional de Córdoba","keywords":"Library science; History; Geography; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005046843,0.0006328291,0.000984192,0.002016712,0.0007498819,0.0002353978,0.0006522076,0.0005438005,0.004417172],"category_scores_gemma":[0.0003050634,0.0007206158,0.0002436266,0.001247678,0.002022754,0.0004982671,0.0007167818,0.0007781039,0.00006123893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648954,"about_ca_system_score_gemma":0.001816514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004093509,"about_ca_topic_score_gemma":0.0004764018,"domain_scores_codex":[0.9968315,0.0002601072,0.0002795633,0.001049318,0.0006891602,0.0008903848],"domain_scores_gemma":[0.9978502,0.0004269931,0.0002078971,0.0005440637,0.00032195,0.0006489343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005936697,0.0002912549,0.02195954,0.0002788686,0.001161715,0.006277793,0.00399381,0.00001092822,0.0004348429,0.01657193,0.9416658,0.006759901],"study_design_scores_gemma":[0.004926336,0.0004576203,0.01711046,0.0006077728,0.0007555646,0.000460135,0.01245696,0.0002105276,0.00001074802,0.001368313,0.9609328,0.0007027956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01526441,0.002084765,0.0008980983,0.00867303,0.0006502531,0.0006670483,0.001728224,0.0004584694,0.9695757],"genre_scores_gemma":[0.1271088,0.001291322,0.003634281,0.001520841,0.0002173387,0.00001325718,0.001643457,0.0002891137,0.8642815],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1118444,"threshold_uncertainty_score":0.9995245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335010641967911,"score_gpt":0.2790108141730683,"score_spread":0.2656607077533892,"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."}}