{"id":"W4386370935","doi":"10.1590/2317-1782/20232022108pt","title":"Achados audiológicos de agricultores familiares paranaenses expostos a agrotóxicos","year":2023,"lang":"pt","type":"article","venue":"CoDAS","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Audiology; Audiometry; Acoustic reflex; Pure tone audiometry; Medicine; Cochlea; Population; Noise-induced hearing loss; Hearing loss; Noise exposure; Environmental health","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007534646,0.0007839803,0.0007257448,0.0005477719,0.0008623556,0.0003967592,0.001452284,0.0005111623,0.000287132],"category_scores_gemma":[0.003835786,0.0007771195,0.0003637891,0.002319274,0.0005584267,0.0002166259,0.0009123417,0.0008278468,0.007731169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002711758,"about_ca_system_score_gemma":0.0005424954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002213374,"about_ca_topic_score_gemma":0.0001030916,"domain_scores_codex":[0.9934454,0.0007139466,0.0009022546,0.001559861,0.001173639,0.00220489],"domain_scores_gemma":[0.9961935,0.001086986,0.000334421,0.001423266,0.0001935595,0.000768274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001899252,0.000556504,0.02724288,0.000532542,0.0000918618,0.001824567,0.009616454,0.002002316,0.7832963,0.0007229011,0.1583259,0.01559785],"study_design_scores_gemma":[0.002273555,0.001390192,0.3931401,0.0007580667,0.0002263117,0.0003057829,0.003735019,0.01644031,0.4528261,0.0004658749,0.126029,0.002409689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903113,0.0009820499,0.0005258101,0.001695845,0.001711205,0.001401398,0.0002277633,0.001029632,0.00211504],"genre_scores_gemma":[0.9765592,0.002075283,0.0001441845,0.001917465,0.0006336992,0.0001895149,0.00002707543,0.0001618817,0.01829175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3658972,"threshold_uncertainty_score":0.999468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06934817137053886,"score_gpt":0.3141285945632269,"score_spread":0.244780423192688,"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."}}