{"id":"W4387826313","doi":"10.1016/j.bjps.2023.10.101","title":"Morphometric analysis and outcomes following posterior cranial vault distraction in syndromic and multisuture craniosynostosis","year":2023,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Cranial vault; Craniosynostosis; Medicine; Distraction; Distraction osteogenesis; Vault (architecture); Surgery; Retrospective cohort study; Skull; Cohort; Internal medicine","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":[0.0003009346,0.0002437619,0.0003422559,0.001650829,0.0005277389,0.0005401676,0.0004541024,0.0002961894,0.003137064],"category_scores_gemma":[0.0008025243,0.0001683812,0.0004672806,0.0009022481,0.0006951509,0.000303287,0.0005662728,0.000420553,0.0002995649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006109518,"about_ca_system_score_gemma":0.0003909474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002980175,"about_ca_topic_score_gemma":0.004349506,"domain_scores_codex":[0.9996215,0.00003735084,0.00003506144,0.00005771675,0.000157113,0.00009127498],"domain_scores_gemma":[0.9994734,0.00009452197,0.0002127225,0.00003730227,0.00008954214,0.00009258666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004579188,0.00101761,0.8327643,0.0001224616,0.0002245553,0.01322225,0.0008524679,0.001721598,0.06672708,0.000532717,0.0005075263,0.07772826],"study_design_scores_gemma":[0.00001260515,0.000947117,0.9830641,0.00001019981,0.00005587271,0.01049362,0.0007693786,0.0007691985,0.003388942,0.00009794359,0.0003672828,0.00002374685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989142,0.00009156197,0.0001194509,0.00001312949,0.000006173585,0.000006339279,0.0001457314,0.000006879267,0.0006964419],"genre_scores_gemma":[0.9991731,0.00005566031,0.00009547149,0.00000483447,0.000005450299,0.000006176257,0.0001890054,0.00000436551,0.000465971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003137064,"threshold_uncertainty_score":0.01049447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007911695292500028,"score_gpt":0.2467465352154496,"score_spread":0.2388348399229495,"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."}}