{"id":"W2107723773","doi":"10.1093/occmed/52.3.121","title":"The health of the workers in a rapidly developing country: effects of occupational exposure to noise and heat","year":2002,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Noise Effects and Management","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Bottling line; Occupational hygiene; Foundry; Medicine; Environmental health; Personal protective equipment; Occupational safety and health; Audiology; Engineering; Bottle; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001010037,0.0001074321,0.0002540388,0.00008464553,0.0003434792,0.000002002207,0.0001406154,0.00004700213,0.000051037],"category_scores_gemma":[0.0008196172,0.00005701439,0.0000195689,0.000460147,0.0001216206,0.00003576869,0.00009206685,0.0001755331,0.000004261976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130297,"about_ca_system_score_gemma":0.0002211535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00077176,"about_ca_topic_score_gemma":0.0008434539,"domain_scores_codex":[0.9982441,0.000374195,0.0005299638,0.0001537812,0.0004617769,0.0002362041],"domain_scores_gemma":[0.9974836,0.00191977,0.0001969479,0.0002085145,0.0001169272,0.00007423304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004784117,0.00006638906,0.9011517,0.001227321,0.000040753,0.000001396342,0.004777926,0.00009487839,0.0003645199,0.01755541,0.06574854,0.008492733],"study_design_scores_gemma":[0.001405218,0.0002472123,0.9861405,0.001729059,0.000008917998,3.819794e-7,0.0005963488,0.0001187564,0.00001600323,0.0001462372,0.009535878,0.00005550643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580035,0.002569222,0.001119678,0.03313378,0.001415705,0.002820431,0.00001745447,0.00001595224,0.0009042858],"genre_scores_gemma":[0.9940324,0.0001932221,0.0004156381,0.004655723,0.0001729662,0.0001581713,0.000009766599,0.000009436704,0.0003526742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08498876,"threshold_uncertainty_score":0.2641799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105391877820593,"score_gpt":0.3857430384263745,"score_spread":0.3446891196481686,"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."}}