{"id":"W2321668990","doi":"10.1097/scs.0000000000000478","title":"Computed Tomography–Based Morphometric Analysis of Extended Strip Craniectomy for Sagittal Synostosis","year":2014,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Craniofacial; Synostosis; Skull; Sagittal suture; Craniosynostosis; Cranial vault; Frontal Bossing; Sagittal plane; Surgery; Radiology; Anatomy","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":[0.0005866257,0.0002320233,0.0008686881,0.001246382,0.00009629144,0.00003161532,0.0001976035,0.0001777417,0.00003569496],"category_scores_gemma":[0.0004785537,0.0002102768,0.001715887,0.0016553,0.00009024665,0.00001229924,0.00002540902,0.00008489871,6.438544e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001765622,"about_ca_system_score_gemma":0.0001375625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000445786,"about_ca_topic_score_gemma":0.00001548617,"domain_scores_codex":[0.9981956,0.0001081307,0.0008002826,0.0002443132,0.0003639685,0.000287732],"domain_scores_gemma":[0.9980619,0.0002528451,0.0007293745,0.000239886,0.0005568034,0.0001591862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002381492,0.002307073,0.7944413,0.0001460746,0.008667712,0.00001411352,0.00005462247,0.002092166,0.1467483,0.00007339067,0.002700445,0.04037323],"study_design_scores_gemma":[0.003132666,0.0008207118,0.9606275,0.00004497121,0.002741829,0.000008662318,0.00004590949,0.00133228,0.02514068,0.000113562,0.00554414,0.0004471183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438821,0.0003630027,0.05484942,0.0000461846,0.0004817978,0.0001677876,0.0001270793,0.00000712241,0.00007547547],"genre_scores_gemma":[0.9986762,0.00006110763,0.0008199897,0.00009699415,0.0001728064,0.000006794478,0.0001274927,0.00002487669,0.0000137105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1661861,"threshold_uncertainty_score":0.857484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143393817126509,"score_gpt":0.2499054895234633,"score_spread":0.2384715513521982,"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."}}