{"id":"W4386564187","doi":"10.1093/occmed/kqad084","title":"Systematic review of hearing loss in dental professionals","year":2023,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hearing loss; Audiology; Medicine; Dentistry","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":[0.009146547,0.001785294,0.009986927,0.0112971,0.0009294894,0.00308253,0.002449989,0.002518003,0.006299757],"category_scores_gemma":[0.05316224,0.001167778,0.007402317,0.01108615,0.001244117,0.002456285,0.001963823,0.00127433,0.0004523935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004844221,"about_ca_system_score_gemma":0.01586804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01219021,"about_ca_topic_score_gemma":0.0280179,"domain_scores_codex":[0.9854988,0.004462983,0.005963145,0.0009516932,0.002736259,0.0003871324],"domain_scores_gemma":[0.9610973,0.02670447,0.007898152,0.0006545112,0.003272136,0.0003734171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008828714,0.000009027928,0.0004888193,0.9801683,0.004381903,0.0001004901,0.0001552392,0.0000374446,0.00006048173,0.00008482778,0.0009479463,0.01347733],"study_design_scores_gemma":[0.0001564785,0.0001317889,0.003395475,0.9426599,0.04140011,0.0003635787,0.0002596943,0.00004085258,0.00008964281,0.0001691791,0.01130903,0.00002418597],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001258033,0.9967847,0.0001373815,0.0002405486,0.0001454053,0.0004869102,0.0005603101,0.00001031347,0.0003763831],"genre_scores_gemma":[0.0167176,0.9802948,0.0007119159,0.0005954304,0.0001107962,0.001029786,0.0003684093,0.000007027272,0.0001643465],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01219021,"threshold_uncertainty_score":0.04837209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0876252174401233,"score_gpt":0.4026899606215085,"score_spread":0.3150647431813852,"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."}}