{"id":"W2892800092","doi":"10.1097/01.gox.0000546753.43709.2d","title":"Abstract: Functional Network Development in Sagittal Craniosynostosis Treated with Whole Vault Cranioplasty","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cranioplasty; Cranial vault; Medicine; Diffusion MRI; Sagittal plane; White matter; Nuclear medicine; Surgery; Anatomy; Radiology; Skull; Magnetic resonance imaging","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001610175,0.0003308687,0.0003779824,0.00005042273,0.0002345883,0.0001065219,0.0001917977,0.0001601696,0.0002988551],"category_scores_gemma":[0.0001205445,0.0002893345,0.00008170683,0.000354327,0.0002530202,0.00003221153,0.0001679036,0.00009123054,0.0001167632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001131145,"about_ca_system_score_gemma":0.0004512502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003222621,"about_ca_topic_score_gemma":0.003542938,"domain_scores_codex":[0.9982128,0.0000483064,0.0003860273,0.0006498438,0.0002013547,0.0005016247],"domain_scores_gemma":[0.9992007,0.0001032218,0.0001547554,0.0002043367,0.0001859335,0.000151033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001769681,0.0002387139,0.9784019,0.000008008335,0.0003185204,0.00003071355,0.00001795456,0.0001071146,0.0006825466,0.00005132412,0.002070121,0.01630342],"study_design_scores_gemma":[0.001559825,0.0001846511,0.9891067,0.0001025194,0.00003151586,0.00008257515,0.0001022458,0.00001265775,0.001122862,0.0001201117,0.007156256,0.000418039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910018,0.00005959404,0.0005426497,0.00002227361,0.0004574807,0.0003915017,0.0001701505,0.00001642889,0.007338082],"genre_scores_gemma":[0.9982554,0.00001209204,0.0009138958,0.00007548452,0.0001654758,0.00006983828,0.0003773397,0.00002296326,0.0001075389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01588538,"threshold_uncertainty_score":0.9999559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440944750595603,"score_gpt":0.2356477644121313,"score_spread":0.2212383169061752,"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."}}