{"id":"W4377247363","doi":"10.36106/ijsr/3223054","title":"A LITERATURE REVIEW ON OCCUPATIONAL EXPOSURES AND THEIR ASSOCIATED DISEASES.","year":2023,"lang":"en","type":"review","venue":"INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Physiotherapy Association","funders":"","keywords":"Respiratory tract; Medicine; Respiratory tract infections; Intensive care medicine; Occupational exposure; Respiratory system; Environmental health; Internal medicine","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":[0.004353334,0.0002842145,0.001166626,0.002215666,0.0001818707,0.0005420594,0.0006851805,0.0001960277,0.0001430996],"category_scores_gemma":[0.004261533,0.0001720537,0.0006955835,0.001585896,0.0003232807,0.0002166552,0.0001965269,0.001344909,0.0001429932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003355744,"about_ca_system_score_gemma":0.001858125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001484409,"about_ca_topic_score_gemma":0.000001756152,"domain_scores_codex":[0.9942318,0.0005082578,0.001148669,0.000435856,0.00336787,0.0003075939],"domain_scores_gemma":[0.992432,0.001306118,0.000694004,0.0002917934,0.004959518,0.0003165892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001762961,0.0004650951,0.0001979548,0.01267103,0.001319124,0.001034509,0.00009812491,4.004812e-7,0.000004599948,0.0004575955,0.1694245,0.8141508],"study_design_scores_gemma":[0.000364294,0.0002481809,0.0008793059,0.2218443,0.0001471601,0.0004999308,0.00001324108,0.000004971359,0.000001683295,0.0003387166,0.7755398,0.0001184259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000126926,0.9955711,0.000003002753,0.001211133,0.001525949,0.0005589832,0.0006822956,0.0000166994,0.0003039536],"genre_scores_gemma":[0.0001603605,0.992769,0.00003120204,0.0001550512,0.001048334,0.00002954884,0.001073341,0.00003987234,0.004693314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8140323,"threshold_uncertainty_score":0.7016147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1968106506940499,"score_gpt":0.4996358211085344,"score_spread":0.3028251704144845,"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."}}