{"id":"W3120787306","doi":"10.1093/milmed/usaa579","title":"Noise-Induced Hearing Loss Treatment: Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"Military Medicine","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hearing loss; Meta-analysis; Acoustic trauma; Prospective cohort study; Cohort study; Noise-induced hearing loss; Internal medicine; Noise exposure; Surgery; Audiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01033524,0.003076579,0.02213766,0.005218782,0.0006685695,0.002971968,0.002306061,0.002289175,0.004522617],"category_scores_gemma":[0.02663674,0.001519987,0.03441997,0.005944384,0.0007499808,0.001671332,0.001431031,0.001690214,0.000314966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002637838,"about_ca_system_score_gemma":0.003561722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006351458,"about_ca_topic_score_gemma":0.01436119,"domain_scores_codex":[0.9926918,0.003325232,0.00214205,0.0007647042,0.0008163584,0.0002598463],"domain_scores_gemma":[0.9870861,0.008914735,0.002494164,0.0003103965,0.001007883,0.0001868596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00166411,0.00003697573,0.001851689,0.5204876,0.4648153,0.0001101428,0.00006575169,0.0004232407,0.0002138839,0.00008554562,0.0005503993,0.009695305],"study_design_scores_gemma":[0.0007030796,0.0002633992,0.002296868,0.03981603,0.954868,0.0001050494,0.00004143943,0.0001326887,0.0001152617,0.0001155884,0.001522305,0.00002032599],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003465088,0.9949886,0.0003568107,0.0001541794,0.00012975,0.0002886815,0.0003951592,0.00002087466,0.0002008255],"genre_scores_gemma":[0.1224428,0.8721009,0.00200111,0.0009127522,0.0002924755,0.001224384,0.0006995211,0.00002879703,0.0002971738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02213766,"threshold_uncertainty_score":0.05465859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.312043354991745,"score_gpt":0.4144094720978128,"score_spread":0.1023661171060678,"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."}}