{"id":"W4399363918","doi":"10.1007/s00223-024-01236-x","title":"Osteogenesis Imperfecta: Skeletal and Non-skeletal Challenges in Adulthood","year":2024,"lang":"en","type":"review","venue":"Calcified Tissue International","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Dental and Craniofacial Research; 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 Mental Health; Banting and Best Diabetes Centre, University of Toronto; Intellectual and Developmental Disabilities Research Center; Rare Diseases Clinical Research Network; National Institutes of Health; Osteogenesis Imperfecta Foundation","keywords":"Osteogenesis imperfecta; Medicine; Anatomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002768243,0.0004550205,0.0006949367,0.0003898687,0.00003522096,0.00007378221,0.0005031693,0.000558637,0.0001196429],"category_scores_gemma":[0.0002132606,0.0004217819,0.0002572905,0.0001612677,0.0001152525,0.000007438452,0.0005648847,0.0004532907,0.0001907466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009005712,"about_ca_system_score_gemma":0.0002224905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003010271,"about_ca_topic_score_gemma":0.0001512856,"domain_scores_codex":[0.9977354,0.0001305571,0.0004459457,0.0009944595,0.000331858,0.0003617458],"domain_scores_gemma":[0.9992436,0.00005784457,0.00009604299,0.0003579394,0.0001312239,0.0001133894],"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":[0.00001253855,0.00005668858,0.000007496691,0.003116647,0.0003199449,0.00009425293,0.00006895461,2.736342e-7,0.000529736,0.0002058681,0.0005432555,0.9950444],"study_design_scores_gemma":[0.0003392545,0.0001756756,0.00005705166,0.001631949,0.0001128801,0.0001561062,0.00008073233,0.00001041646,0.0001978228,0.00005040133,0.9967593,0.000428415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001020498,0.9947218,0.00003021437,0.0002313369,0.0006075684,0.0006420714,0.0002000099,0.00001628254,0.002530191],"genre_scores_gemma":[0.006669184,0.9900389,0.00004224846,0.00001147727,0.0006822186,0.0003330951,0.0007808721,0.00009653283,0.001345519],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9962161,"threshold_uncertainty_score":0.9998234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05170447675797314,"score_gpt":0.3837554779320465,"score_spread":0.3320510011740733,"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."}}