{"id":"W4323294934","doi":"10.26355/eurrev_202302_31386","title":"Extra-auditory effects of noise exposure in school workers and preventive measures: a systematic review.","year":2023,"lang":"en","type":"review","venue":"PubMed","topic":"Noise Effects and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Noise (video); Medicine; Scale (ratio); Psychology; Systematic review; Applied psychology; Medical education; MEDLINE; Computer science; Political 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005437498,0.0005027357,0.004229408,0.0004720971,0.0001175465,0.0000111608,0.0003672365,0.0003952005,0.00001110025],"category_scores_gemma":[0.005533161,0.0003551074,0.0004058612,0.0007450372,0.00004778132,0.0000870848,0.0003016526,0.0009767719,0.0001452228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004129713,"about_ca_system_score_gemma":0.0002859371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003714383,"about_ca_topic_score_gemma":0.0000508022,"domain_scores_codex":[0.9914098,0.004859405,0.0019446,0.0005657012,0.0004933529,0.0007271576],"domain_scores_gemma":[0.9942431,0.003126369,0.001513893,0.0007629093,0.0000857198,0.0002680037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000004631896,0.00003882604,0.00003424381,0.8927331,0.0004310065,0.00003633396,0.00009761094,4.424064e-8,2.237114e-8,0.00001938255,0.0110411,0.09556367],"study_design_scores_gemma":[0.0004315944,0.00002265198,0.001056807,0.9089472,0.003648347,9.826749e-7,0.00008719341,1.137105e-7,3.513851e-8,0.00002425925,0.08550255,0.000278269],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008410317,0.9452363,0.000008644201,0.00002546843,0.001595833,0.05240021,0.00001508238,0.00008364855,0.000626391],"genre_scores_gemma":[0.00002285539,0.8854083,0.000009561294,0.0001032093,0.0002431551,0.1079935,0.00001515393,0.00009048554,0.006113735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0952854,"threshold_uncertainty_score":0.9998901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06873702725468975,"score_gpt":0.3806193104229204,"score_spread":0.3118822831682306,"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."}}