{"id":"W4296796337","doi":"10.4103/nah.nah_21_21","title":"Increased Signs of Noise-Induced Hearing Loss in Dental Students","year":2022,"lang":"en","type":"article","venue":"Noise and Health","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Noise-induced hearing loss; Percentile; Audiology; Context (archaeology); Hearing loss; Medicine; Noise exposure; Logistic regression; Noise (video); Dentistry; Audiometry; Statistics; Mathematics; Computer science","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":[0.0007742616,0.000125795,0.0002732988,0.0001554201,0.0002855945,0.00002602927,0.0002961284,0.00003592833,0.00006437947],"category_scores_gemma":[0.00009121649,0.0001452517,0.00003283368,0.000397725,0.00004642843,0.00005894784,0.0004748717,0.0003529543,0.000009388329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982532,"about_ca_system_score_gemma":0.0003171475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003336421,"about_ca_topic_score_gemma":0.0004342996,"domain_scores_codex":[0.9978927,0.0002829442,0.0004088544,0.0003966531,0.0005889409,0.0004298771],"domain_scores_gemma":[0.9992907,0.00008636848,0.0001399472,0.0002552326,0.00001435855,0.0002133882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007618317,0.0004611336,0.7039657,0.000114864,0.00000271788,0.00005464227,0.002253629,0.0001032538,0.2912423,0.0001848673,0.00008635224,0.001454347],"study_design_scores_gemma":[0.002009203,0.0009378448,0.942516,0.00005910896,0.000005434859,0.00005050247,0.0007044038,0.0004515509,0.05227149,0.0001066763,0.0006422519,0.0002455411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985892,0.00009046168,0.000008695749,0.0003825279,0.0001398937,0.0004093455,0.0000178597,0.00002921522,0.0003328603],"genre_scores_gemma":[0.9976049,0.0000995396,0.00007304174,0.002075986,0.0000369693,0.00002381859,0.000002515142,0.00002240652,0.00006082676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2389708,"threshold_uncertainty_score":0.5923194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020337452361845,"score_gpt":0.3732723340199987,"score_spread":0.2712385887838142,"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."}}