{"id":"W4400113740","doi":"10.1016/j.jpeds.2024.114174","title":"National Trends in Inpatient Hospital Outcomes of Children with Osteogenesis Imperfecta and the Importance of Extraskeletal Manifestations: A Kids’ Inpatient Database Study","year":2024,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Osteogenesis imperfecta; National database; Pediatrics; MEDLINE; Database; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003752869,0.0001816698,0.0004554329,0.001052593,0.0004138924,0.0006713648,0.0005184268,0.0004701038,0.001136479],"category_scores_gemma":[0.001517459,0.0003227779,0.0005831759,0.002172225,0.0002471242,0.0006858122,0.0008906246,0.0006195244,0.0001581933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083519,"about_ca_system_score_gemma":0.0007574178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03644415,"about_ca_topic_score_gemma":0.05065415,"domain_scores_codex":[0.9991892,0.0001183637,0.0001548817,0.0001600338,0.0001485962,0.0002289569],"domain_scores_gemma":[0.9981037,0.0001769558,0.001027402,0.00009754288,0.0002718636,0.0003224214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002702329,0.00001434137,0.999406,0.000005461998,0.00002584965,0.0000417268,0.00002554883,0.00002335604,0.00004034508,0.00001365212,0.0001089137,0.0002678942],"study_design_scores_gemma":[0.000001927946,0.00001483948,0.9993712,0.000004945261,0.00001054087,0.0001651332,0.000220976,0.00009968952,0.00002011932,0.00000550746,0.00008308839,0.000001946805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960093,0.0001674475,0.00002918843,0.00006556765,0.00000469969,0.000004594773,0.003297258,0.000003005582,0.0004187237],"genre_scores_gemma":[0.9964951,0.0001609776,0.00005853367,0.0000346275,0.000005004174,0.000009676277,0.003147452,0.000002258623,0.0000865352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03644415,"threshold_uncertainty_score":0.07246405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00914510652080607,"score_gpt":0.2936315749296248,"score_spread":0.2844864684088187,"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."}}