{"id":"W1519665398","doi":"10.3171/2014.3.peds13516","title":"Altered brain connectivity in sagittal craniosynostosis","year":2014,"lang":"en","type":"article","venue":"Journal of Neurosurgery Pediatrics","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Council","keywords":"Medicine; Resting state fMRI; Diffusion MRI; Precuneus; Precentral gyrus; Fractional anisotropy; Limbic lobe; White matter; Posterior cingulate; Anatomy; Parahippocampal gyrus; Cortex (anatomy); Neuroscience; Temporal lobe; Psychology; Magnetic resonance imaging; Functional magnetic resonance imaging; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003835662,0.000130842,0.0002346507,0.000197563,0.0000387796,0.00002644502,0.000115554,0.00009520697,0.000008211081],"category_scores_gemma":[0.0009625001,0.0001215712,0.000189385,0.0002362018,0.00002536082,0.000009975229,0.00004022022,0.000140699,0.000003406331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001215675,"about_ca_system_score_gemma":0.00006508551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009854591,"about_ca_topic_score_gemma":0.0000188828,"domain_scores_codex":[0.9989439,0.000135039,0.0003774193,0.0001666271,0.0001799435,0.0001971071],"domain_scores_gemma":[0.9992707,0.0001347078,0.0002654902,0.0001463211,0.00008571242,0.00009704874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002281109,0.000427627,0.9265322,0.00001878774,0.00002102548,0.00004805138,0.00003003857,0.0001535997,0.05570559,0.00001564746,0.009980217,0.006839085],"study_design_scores_gemma":[0.002786802,0.00114589,0.9509734,0.00001309746,0.00005965217,0.0001943835,0.000033231,0.00007277089,0.004673283,0.0003025755,0.03938165,0.0003632826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977814,0.000212724,0.0005328095,0.0004324091,0.0007414857,0.00005697302,0.000009617397,0.000003233303,0.0002293402],"genre_scores_gemma":[0.9984002,0.0003654635,0.00005046278,0.0005371471,0.0005700456,0.000001200108,0.000005827776,0.00001838417,0.00005133748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0510323,"threshold_uncertainty_score":0.4957531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008770397552437307,"score_gpt":0.2382739437653842,"score_spread":0.2295035462129469,"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."}}