{"id":"W4362458491","doi":"10.1007/s00381-023-05940-1","title":"Validation of a shortened MR imaging protocol for pediatric spinal pathology","year":2023,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health; Agricultural Research Institute of Ontario; University of Ottawa","funders":"","keywords":"Medicine; Syrinx (medicine); Radiology; Magnetic resonance imaging; Neurosurgery; Work-up; Syringomyelia; Lumbar","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":[0.01525926,0.0007550346,0.0006424136,0.00152148,0.0007737664,0.00107573,0.001467055,0.001158293,0.003022328],"category_scores_gemma":[0.03692032,0.0006454022,0.000494206,0.0007637438,0.0008685655,0.00085576,0.000999716,0.001236967,0.001196358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009523142,"about_ca_system_score_gemma":0.00350685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00355648,"about_ca_topic_score_gemma":0.005857578,"domain_scores_codex":[0.9936795,0.003174756,0.0009665492,0.0007040823,0.001229478,0.0002456604],"domain_scores_gemma":[0.9673593,0.009199996,0.001893962,0.005393538,0.01544917,0.0007040483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01041931,0.00284403,0.06631552,0.002248767,0.0004207055,0.002277835,0.002719678,0.01671754,0.548174,0.002875774,0.01825822,0.3267286],"study_design_scores_gemma":[0.003482389,0.0346013,0.3433362,0.001468394,0.002330454,0.01518781,0.002124862,0.0626206,0.4247858,0.002237763,0.1071819,0.0006424122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6962539,0.001899189,0.2787448,0.001403619,0.001269899,0.008288445,0.00340544,0.002632567,0.006102241],"genre_scores_gemma":[0.4805739,0.001220589,0.4987823,0.001454054,0.0002362098,0.006933249,0.006905322,0.00121365,0.002680765],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01525926,"threshold_uncertainty_score":0.08069962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02519794288868378,"score_gpt":0.3168591492262744,"score_spread":0.2916612063375906,"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."}}