{"id":"W4394787000","doi":"10.3171/2024.1.spine231277","title":"Familial Chiari malformation: a systematic review and illustrative cases","year":2024,"lang":"en","type":"review","venue":"Journal of Neurosurgery Spine","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Western Hospital; University of Ottawa; University Health Network; Queen's University","funders":"","keywords":"Medicine; Syringomyelia; Systematic review; Pediatrics; Syrinx (medicine); Abnormality; MEDLINE; Spinal cord; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007302738,0.0004551571,0.004474947,0.001270182,0.00006681114,0.00006942012,0.0001285076,0.0001627237,0.00004354378],"category_scores_gemma":[0.001046227,0.0002676942,0.001122082,0.001128595,0.00008198612,0.0003511703,0.0000595374,0.000871438,0.0000505363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006966207,"about_ca_system_score_gemma":0.000510057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.560037e-7,"about_ca_topic_score_gemma":2.483089e-7,"domain_scores_codex":[0.996289,0.0001648078,0.002694238,0.0001828977,0.0004565887,0.0002124586],"domain_scores_gemma":[0.9972318,0.000148975,0.001782622,0.0002989841,0.0002901181,0.0002474857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000006736549,0.00004558168,3.816616e-7,0.9803158,0.0003905723,0.001491447,0.00002102208,4.650031e-8,4.788555e-7,0.00009114652,0.009118492,0.008518273],"study_design_scores_gemma":[0.0001147491,0.0004216811,0.000009254983,0.6315928,0.02687194,0.0767244,0.00001514095,0.000002353252,1.516368e-7,0.000004966497,0.2640743,0.0001682193],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001933477,0.9966466,0.00001696291,0.000596193,0.0008850436,0.001480412,0.00005681293,0.00002641658,0.0002721717],"genre_scores_gemma":[0.00002866663,0.9975688,0.000070545,0.00100193,0.0004022461,0.00004451494,0.00003552302,0.00004509609,0.0008026934],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.348723,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05933670133382008,"score_gpt":0.356909313294649,"score_spread":0.2975726119608289,"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."}}