{"id":"W4290964269","doi":"10.1007/s00381-022-05644-y","title":"Pediatric Chiari I malformation: novel and traditional measurements associated with syrinx and surgery","year":2022,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Syrinx (medicine); Syringomyelia; Neurosurgery; Surgery; Radiological weapon; Magnetic resonance imaging; Chiari malformation; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003592729,0.001215618,0.0005243756,0.003749819,0.0008100739,0.001453912,0.001081004,0.001338318,0.003288949],"category_scores_gemma":[0.003973547,0.0003521854,0.0003999685,0.00217518,0.001615961,0.001586442,0.001082828,0.001394782,0.0007293904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006040335,"about_ca_system_score_gemma":0.0007330725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455293,"about_ca_topic_score_gemma":0.001487647,"domain_scores_codex":[0.9990425,0.00008880896,0.000123304,0.0002941758,0.0002696174,0.0001816975],"domain_scores_gemma":[0.9977592,0.0005072524,0.0008339256,0.0001572794,0.000321085,0.0004211171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004054879,0.0001141872,0.8153995,0.00008875842,0.00006282922,0.1432644,0.0003549826,0.0003588659,0.0186729,0.00154614,0.001225926,0.01850593],"study_design_scores_gemma":[0.00001895872,0.0002666574,0.443592,0.00003750094,0.0001485884,0.5390093,0.0007157061,0.001752268,0.009996461,0.001807108,0.002597329,0.00005806964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767842,0.002944406,0.00489842,0.0009383885,0.0002325163,0.00004730329,0.000670611,0.0001985969,0.01328549],"genre_scores_gemma":[0.9951212,0.0006414616,0.002798401,0.00009510936,0.0003707329,0.00001120112,0.0002041353,0.00002937104,0.0007284138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003749819,"threshold_uncertainty_score":0.01100266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04631718757275435,"score_gpt":0.2007156713419262,"score_spread":0.1543984837691718,"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."}}