{"id":"W4309503107","doi":"10.1016/j.nec.2022.09.003","title":"Clinical Manifestations of Chiari I Malformation","year":2022,"lang":"en","type":"review","venue":"Neurosurgery Clinics of North America","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Chiari malformation; Presentation (obstetrics); Chiari I malformation; Medical diagnosis; Pediatrics; Radiology; Magnetic resonance imaging; Syringomyelia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006076893,0.0003541684,0.002855632,0.0006980918,0.0001034865,0.000007078069,0.000294591,0.0001775016,0.0004850166],"category_scores_gemma":[0.00147222,0.00032425,0.001938311,0.001280331,0.0003234405,0.0001596712,0.0001673703,0.0009755812,0.00005438117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002849439,"about_ca_system_score_gemma":0.001023294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001247969,"about_ca_topic_score_gemma":0.00000194999,"domain_scores_codex":[0.9943886,0.000336362,0.004041556,0.0003776243,0.0005834725,0.0002723493],"domain_scores_gemma":[0.9930521,0.002097776,0.003577637,0.0008970287,0.0001785288,0.0001969899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004282067,0.0005280756,0.004094381,0.008762745,0.0001536361,0.00004576981,0.00002260934,0.000007434916,1.480541e-8,0.00002430827,0.002232856,0.9840853],"study_design_scores_gemma":[0.0002307734,0.000743307,0.01172688,0.001084879,0.001633477,0.0001954262,0.00001648406,0.00003841599,2.986574e-8,0.000006403165,0.9841172,0.000206801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003092801,0.9866691,0.0002178995,0.0000845094,0.002575116,0.001845386,0.001503671,0.0001184561,0.003893114],"genre_scores_gemma":[0.0002212481,0.9957226,0.0007014838,0.0004217021,0.0001324223,0.00009501173,0.002495734,0.00006189167,0.000147888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9838786,"threshold_uncertainty_score":0.999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109572168464116,"score_gpt":0.4072257304585398,"score_spread":0.2962685136121282,"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."}}