{"id":"W2509296789","doi":"10.4236/ojapps.2016.68053","title":"Influence of Occupational Noise Exposure on Cognitive Ability of Grinders","year":2016,"lang":"en","type":"article","venue":"Open Journal of Applied Sciences","topic":"Noise Effects and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Noise (video); Beijing; Affect (linguistics); Audiology; Statistics; Medicine; Psychology; Environmental health; Mathematics; Cognitive impairment; Geography; Computer science; Communication; Artificial intelligence; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.003153266,0.00007273461,0.0002466734,0.0001098389,0.0002266713,0.000008489033,0.0005468997,0.00003724387,0.0002193651],"category_scores_gemma":[0.000262786,0.00003825898,0.00003924539,0.0002120518,0.0004111734,0.0002659422,0.0001671949,0.0001240942,0.00001531115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000357313,"about_ca_system_score_gemma":0.0004735004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002625589,"about_ca_topic_score_gemma":0.00001337045,"domain_scores_codex":[0.9984812,0.0001388206,0.0005627801,0.00014,0.0005125056,0.0001646537],"domain_scores_gemma":[0.9975649,0.001015415,0.0009174109,0.0001038558,0.0003246932,0.00007378589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01067231,0.001291184,0.464985,0.0007958818,0.0002697842,0.00001204102,0.01104133,0.004342635,0.2876163,0.1586804,0.004918611,0.05537445],"study_design_scores_gemma":[0.002957223,0.001348894,0.9677348,0.001516816,0.00003424358,7.434659e-7,0.005229585,0.000004509094,0.01408773,0.006456724,0.0005020008,0.0001267417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760396,0.000008076969,0.0001635579,0.000330363,0.0001120097,0.0005365156,0.00001127107,0.000001610251,0.02279694],"genre_scores_gemma":[0.9991283,0.00001311951,0.0004760984,0.0002666392,0.00003721976,0.00001367734,1.705118e-7,0.000002673695,0.00006212495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5027497,"threshold_uncertainty_score":0.2401894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08190464528427241,"score_gpt":0.4388717343150429,"score_spread":0.3569670890307706,"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."}}