{"id":"W4391174130","doi":"10.2196/49261","title":"Quality of Life in Children With Achondroplasia Undergoing Paired Limb Lengthening With an External Fixator and Modified Distraction Control: Observational Nonrandomized Study","year":2024,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Achondroplasia; Medicine; Distraction; Orthopedic surgery; External fixation; Osteosynthesis; Quality of life (healthcare); External fixator; Rehabilitation; Observational study; Surgery; Distraction osteogenesis; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004378149,0.000131631,0.0002300787,0.0001320139,0.00006173864,0.0000447382,0.0000664926,0.00008729596,0.000001655319],"category_scores_gemma":[0.001077783,0.00009914479,0.00002520107,0.0001624654,0.0002833151,0.00003259031,0.00003873339,0.0001380128,1.220909e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002407624,"about_ca_system_score_gemma":0.00009395417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006898219,"about_ca_topic_score_gemma":0.0006005143,"domain_scores_codex":[0.9988694,0.0002100128,0.0002335854,0.0003974978,0.0001656539,0.0001238124],"domain_scores_gemma":[0.9991686,0.0004565588,0.00008708438,0.000151335,0.0001087472,0.00002770414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004025652,0.0002826851,0.9659249,0.00006536949,0.000122023,9.031061e-7,0.0002179192,0.00007342681,0.02270907,0.0003552094,0.000002052638,0.006220826],"study_design_scores_gemma":[0.005660127,0.003007337,0.9830823,0.00006300176,0.00001271616,0.000003162827,0.006907652,0.0005333172,0.0003380385,0.0002616954,0.000002726166,0.0001279039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934689,0.0004934667,0.004546611,0.0003490527,0.000006586743,0.001037482,0.00002073662,0.00006636338,0.00001078416],"genre_scores_gemma":[0.9983161,0.00002290929,0.001282244,0.00000426674,0.000007260964,0.0003180054,0.00002702031,0.00001208357,0.00001012447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02237103,"threshold_uncertainty_score":0.4043007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02758508889895144,"score_gpt":0.32910116317141,"score_spread":0.3015160742724585,"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."}}