{"id":"W4415488302","doi":"10.54899/dcs.v22i83.3641","title":"EFEITOS DA PERDA AUDITIVA INDUZIDA PELO ENVELHECIMENTO RELACIONADOS AO DECLÍNIO COGNITIVO: UMA REVISÃO INTEGRATIVA","year":2025,"lang":"","type":"article","venue":"Derecho y cambio social.","topic":"Health, Education, and Aging","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hearing loss; MEDLINE; Hearing aid; Electronic library","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003957022,0.001048293,0.001431474,0.0005163109,0.008944051,0.001266383,0.001298595,0.001643397,0.003069473],"category_scores_gemma":[0.002241612,0.001171602,0.0006915759,0.003673755,0.001470572,0.001165005,0.0002091606,0.002423534,0.0009824418],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002825006,"about_ca_system_score_gemma":0.01274527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01727342,"about_ca_topic_score_gemma":0.00805198,"domain_scores_codex":[0.9888928,0.003506106,0.001917611,0.001862909,0.001542716,0.002277847],"domain_scores_gemma":[0.9945066,0.00173394,0.0009638512,0.0006950452,0.001271831,0.0008287195],"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":[0.0001100627,0.001366545,0.009925798,0.0007320892,0.0006470112,0.00003287911,0.2431592,3.915517e-7,0.0003029792,0.1065079,0.3273722,0.3098429],"study_design_scores_gemma":[0.001670474,0.0001067027,0.01106344,0.001902202,0.0004149651,0.000004749255,0.192128,0.00003694998,0.0008882986,0.0093182,0.7809924,0.001473647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.383176,0.01128488,0.003139214,0.1227438,0.02061209,0.006946818,0.0006904986,0.0008370311,0.4505696],"genre_scores_gemma":[0.9058099,0.006012328,0.0003881269,0.006203789,0.004066981,0.0002853611,0.0003133612,0.0001125785,0.07680756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5226339,"threshold_uncertainty_score":0.9998779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03366870434856597,"score_gpt":0.3676476138752491,"score_spread":0.3339789095266832,"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."}}