{"id":"W3024451179","doi":"","title":"Canadians vulnerable to workplace noise.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Noise Effects and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Safety Canada; Statistics Canada","funders":"","keywords":"Legislation; Tinnitus; Hearing loss; Occupational safety and health; Noise (video); Industrial noise; Medicine; Environmental health; Work (physics); Noise exposure; Hearing protection; Audiology; Psychology; Political science; Engineering; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001008244,0.00009256592,0.0001261592,0.00009953365,0.0006954916,0.00001245621,0.0001635996,0.0000632665,0.0008140308],"category_scores_gemma":[0.0002566021,0.00008002897,0.00001828005,0.0002557713,0.00002289075,0.00005341733,0.0001063414,0.000223849,0.002209289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000216257,"about_ca_system_score_gemma":0.00006769536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008596864,"about_ca_topic_score_gemma":0.02148381,"domain_scores_codex":[0.9984382,0.0002244343,0.0001655037,0.0002178145,0.0001300902,0.0008239039],"domain_scores_gemma":[0.9990095,0.0001602988,0.00004058898,0.0003143176,0.00006767959,0.0004076006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003664921,0.00001843552,0.002133321,0.00005062044,0.00002179808,0.000007701878,0.001139119,0.000003699075,0.00004055577,0.003589442,0.9226787,0.07027996],"study_design_scores_gemma":[0.0003052909,0.00002257695,0.1033717,0.00001902002,0.00001118045,1.834141e-7,0.0002956881,0.000003837187,0.0001262033,0.0001272375,0.8955976,0.0001194758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2350805,0.00005042159,0.0009532679,0.02024372,0.004860076,0.005587684,0.00002207032,0.0002367232,0.7329656],"genre_scores_gemma":[0.7642897,0.000002933884,0.0001708182,0.01519223,0.001155926,0.004932648,0.000003428782,0.00002128207,0.2142311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5292092,"threshold_uncertainty_score":0.9985676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03685806110901502,"score_gpt":0.3346776485183994,"score_spread":0.2978195874093844,"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."}}