{"id":"W4309243606","doi":"10.1097/aud.0000000000001291","title":"Sex-Linked Biology and Gender-Related Research Is Essential to Advancing Hearing Health","year":2022,"lang":"en","type":"review","venue":"Ear and Hearing","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Concordia University; University of Saskatchewan","funders":"National Center for Advancing Translational Sciences; National Institute on Aging; Canadian Institutes of Health Research; National Institutes of Health; National Institute on Deafness and Other Communication Disorders; Consortium canadien en neurodégénérescence associée au vieillissement; National Center for Research Resources; University of South Carolina; Medical University of South Carolina; U.S. Department of Defense","keywords":"Hearing loss; Psychological intervention; Audiology; Biological sex; Psychology; Disease; Sex characteristics; Medicine; Developmental psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002949135,0.0004704532,0.00145941,0.0008607092,0.001447651,0.0002359911,0.0004517183,0.0003322966,0.0002712398],"category_scores_gemma":[0.0009459822,0.0004926304,0.0001584432,0.001100308,0.0002151851,0.00008895662,0.002219486,0.002386779,0.0001071263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003159198,"about_ca_system_score_gemma":0.0007009735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005393816,"about_ca_topic_score_gemma":0.00002934646,"domain_scores_codex":[0.9939179,0.001399457,0.0009203107,0.00167473,0.0005793617,0.00150828],"domain_scores_gemma":[0.9975353,0.0008956115,0.0002007853,0.0006817064,0.00003943473,0.0006471284],"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":[0.00001216138,0.00005229289,0.0001760304,0.007433842,0.00004250982,0.00006887963,0.004657673,0.00001399566,0.001197201,0.0008848797,0.000507154,0.9849534],"study_design_scores_gemma":[0.0002442552,0.0002595506,0.0001075829,0.001268649,0.00003787361,0.0003103912,0.0001540657,0.0001546212,0.0001038847,0.0003726516,0.9964808,0.0005057038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007697779,0.9873379,0.0001230055,0.0004466822,0.0006828992,0.001690886,0.00003979689,0.000182911,0.001798104],"genre_scores_gemma":[0.003616633,0.9934242,0.0007665718,0.000560342,0.0002652073,0.00006911626,0.00001215706,0.0001458906,0.001139847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9959736,"threshold_uncertainty_score":0.9999148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3671108116619957,"score_gpt":0.4986205221616635,"score_spread":0.1315097104996678,"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."}}