{"id":"W4315435784","doi":"10.4103/ijpvm.ijpvm_700_20","title":"The efficiency of hearing protective devices against occupational low frequency noise in comparison to the new subjective suggested method","year":2022,"lang":"en","type":"article","venue":"International Journal of Preventive Medicine","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Hearing protection; Ear canal; Audiology; Eardrum; Noise (video); Acoustics; Hearing loss; Microphone; Octave (electronics); Computer science; Medicine; Sound pressure; Physics; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001442961,0.0005444846,0.0002750092,0.0006168219,0.0001488923,0.0003842025,0.0004294819,0.0004822242,0.002915258],"category_scores_gemma":[0.003076674,0.0002036975,0.0003692162,0.0001545395,0.0003020372,0.0004949642,0.0004424369,0.0002947682,0.0004290731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289414,"about_ca_system_score_gemma":0.0001820169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002449016,"about_ca_topic_score_gemma":0.0004493223,"domain_scores_codex":[0.998657,0.0003588439,0.0001365158,0.0002101801,0.0005947648,0.000042632],"domain_scores_gemma":[0.9983076,0.000525461,0.0003138743,0.0002313647,0.0005241003,0.00009762591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004027065,0.001086351,0.0256446,0.001774165,0.0002281662,0.0001978065,0.0008625737,0.0004358164,0.7980834,0.0003259014,0.0005673933,0.1667669],"study_design_scores_gemma":[0.0002955333,0.0514245,0.2731338,0.0003519426,0.0009352248,0.004443796,0.001439618,0.003922377,0.6509851,0.0004069201,0.01245083,0.0002104722],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617818,0.003403183,0.03170241,0.000133787,0.0001689864,0.000179006,0.0001848036,0.0001336731,0.002312368],"genre_scores_gemma":[0.9435907,0.001789744,0.04747836,0.0001864595,0.00009042251,0.0001950342,0.0002650451,0.0000322872,0.006371906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002915258,"threshold_uncertainty_score":0.009752512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04705148493921229,"score_gpt":0.3807097404991435,"score_spread":0.3336582555599312,"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."}}