{"id":"W2997616147","doi":"10.1002/ajmg.a.61464","title":"Hearing loss in individuals with osteogenesis imperfecta in North America: Results from a multicenter study","year":2019,"lang":"en","type":"article","venue":"American Journal of Medical Genetics Part A","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Shriners Hospitals for Children - Canada; Montreal Children's Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of General Medical Sciences; Intellectual and Developmental Disabilities Research Center","keywords":"Osteogenesis imperfecta; Medicine; Hearing loss; Audiometry; Sensorineural hearing loss; Pure tone audiometry; Internal medicine; Audiology; Pediatrics; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007938572,0.000188554,0.0004795518,0.000202363,0.00001898525,0.00002206203,0.0005550258,0.00007207191,0.00007270854],"category_scores_gemma":[0.00052093,0.0001548309,0.00006885516,0.0005426629,0.000245156,0.000005673446,0.0002525855,0.0004201405,0.00001339998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003899632,"about_ca_system_score_gemma":0.0003936695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014811,"about_ca_topic_score_gemma":0.003957056,"domain_scores_codex":[0.9970975,0.0004349057,0.0006594333,0.0004071637,0.001016637,0.000384346],"domain_scores_gemma":[0.9987497,0.0001699684,0.0003073398,0.0003742819,0.000137136,0.0002615639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009086244,0.0005615586,0.9661177,0.000004303877,0.0001421299,0.0001492006,0.001738991,0.0004847499,0.001792552,5.523305e-8,0.00005131092,0.02804882],"study_design_scores_gemma":[0.008505004,0.006101783,0.9723383,0.0001042059,0.00002182637,0.00002133828,0.007094704,0.0002370992,0.001069161,0.000001346296,0.004241702,0.000263574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982895,0.000690098,0.000053549,0.0004437702,0.00006896884,0.0003778574,0.00003050233,0.000001945549,0.00004379863],"genre_scores_gemma":[0.9987829,0.0005200621,0.0003256818,0.0001804805,0.0001054911,0.00001277763,0.00002848211,0.0000280467,0.00001613252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02778524,"threshold_uncertainty_score":0.631382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375981088552819,"score_gpt":0.3023531557913071,"score_spread":0.2885933449057789,"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."}}