{"id":"W4409241723","doi":"10.4317/medoral.27169","title":"Brazilian oral medicine and oral pathology: international scientific collaborations","year":2025,"lang":"es","type":"article","venue":"Medicina oral, patología oral y cirugía bucal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Scopus; Curriculum; Library science; Oral medicine; Medicine; Family medicine; Medical education; Political science; Geography; MEDLINE; Dentistry","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008857798,0.001094224,0.002640707,0.002363854,0.001267066,0.0003767837,0.001135326,0.001344729,0.003238597],"category_scores_gemma":[0.07283632,0.0008616007,0.0002316395,0.00390967,0.008818774,0.0005755501,0.0007269342,0.002859938,0.0004821065],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009559005,"about_ca_system_score_gemma":0.01342991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001207261,"about_ca_topic_score_gemma":0.00103995,"domain_scores_codex":[0.9876109,0.001536219,0.002250805,0.00208333,0.002973123,0.003545647],"domain_scores_gemma":[0.9867811,0.001528898,0.0004831472,0.001439483,0.001803824,0.007963601],"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":[0.001304117,0.00106971,0.1412183,0.00129053,0.0004577804,0.003044429,0.001339617,0.000001192214,0.002030916,0.01124301,0.6966646,0.1403358],"study_design_scores_gemma":[0.01439053,0.003001733,0.05789531,0.003657141,0.0008941407,0.0004914865,0.0033355,0.002277348,0.0003896147,0.002036989,0.9108766,0.0007535748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4881558,0.01213794,0.001224189,0.4672595,0.01497545,0.002983083,0.0004318744,0.0003929741,0.01243925],"genre_scores_gemma":[0.9456948,0.003840886,0.001153711,0.03637496,0.00124516,0.0001653667,0.001011774,0.0001044956,0.01040886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.457539,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107690953734049,"score_gpt":0.4473519649624718,"score_spread":0.3396610112284227,"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."}}