{"id":"W2960576510","doi":"10.1186/s13643-019-1073-x","title":"Risk factors for hearing loss in children: a systematic literature review and meta-analysis protocol","year":2019,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Élisabeth Bruyère Hospital; Western University; Agricultural Research Institute of Ontario; University of Ottawa","funders":"","keywords":"Medicine; Hearing loss; CINAHL; Meta-analysis; MEDLINE; Systematic review; Congenital hearing loss; Pediatrics; Population; Randomized controlled trial; Audiology; Psychological intervention; Sensorineural hearing loss; Surgery; Psychiatry; Pathology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007771031,0.0006482282,0.007886707,0.0004100572,0.0001162735,0.0002847476,0.0006292028,0.0001501958,0.00008643757],"category_scores_gemma":[0.01061467,0.000361264,0.001706659,0.002061293,0.00004078508,0.0002322972,0.0001545744,0.0003550461,0.0002014425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008147887,"about_ca_system_score_gemma":0.00003645563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001598301,"about_ca_topic_score_gemma":0.00001047613,"domain_scores_codex":[0.989485,0.004774871,0.003564032,0.00105323,0.000594269,0.0005285838],"domain_scores_gemma":[0.9940934,0.001352977,0.002299051,0.001961935,0.0001174194,0.0001752067],"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":[0.000001827099,0.00003784852,0.003041303,0.9934489,0.002802494,0.000001970347,0.0004413653,0.00001577663,0.00006002208,0.00009921052,0.00004692386,0.000002317896],"study_design_scores_gemma":[0.001789312,0.0004371137,0.002063096,0.4166003,0.5706485,0.0004577804,0.0001389165,0.002400663,0.0007882359,0.0002227461,0.001882228,0.002571118],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006203886,0.1017154,0.0005858636,0.00009464221,0.00006083112,0.8910283,0.00007177485,0.00007665302,0.0001626309],"genre_scores_gemma":[0.08853181,0.01194902,0.002139793,0.001493546,0.00004883769,0.892842,0.00001442275,0.0001581471,0.002822423],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5768486,"threshold_uncertainty_score":0.9998839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000162536729627,"score_gpt":0.3648929146408537,"score_spread":0.264876660967891,"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."}}