{"id":"W3033163449","doi":"10.1007/s00381-020-04680-w","title":"Traumatic atlanto-occipital dislocation in children: is external immobilization an option?","year":2020,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Neurosurgery; Arthrodesis; Surgery; Retrospective cohort study; Pediatric neurosurgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0001178561,0.0001645903,0.0002866484,0.0001056956,0.00007857144,0.00004447779,0.0001108589,0.0001185101,0.00005195866],"category_scores_gemma":[0.00002337061,0.0001415793,0.00008198818,0.0002347194,0.00001967122,0.0001967336,0.00001750949,0.0001788011,0.00003810871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160429,"about_ca_system_score_gemma":0.00002822258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001435491,"about_ca_topic_score_gemma":0.000008283801,"domain_scores_codex":[0.9987577,0.00005292819,0.000436418,0.0003240134,0.0002617016,0.0001672669],"domain_scores_gemma":[0.9993679,0.000007207405,0.0001519223,0.0002501268,0.00006021981,0.0001626578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009081048,0.001266291,0.8987721,0.002530932,0.0002000806,0.0001009815,0.01834085,0.000876446,0.00946704,0.0163953,0.001457631,0.04968428],"study_design_scores_gemma":[0.001043053,0.0006660486,0.9755684,0.000681859,0.00005775058,0.0003519701,0.0008486327,0.01756203,0.002829814,0.00004236435,0.0001296421,0.0002184232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773428,0.000319352,0.01879866,0.00127257,0.00006286812,0.0009969297,0.00001127002,0.000328645,0.0008669058],"genre_scores_gemma":[0.9976242,0.00002415478,0.0005215147,0.001069612,0.0004906344,0.00005028844,0.000164721,0.0000301654,0.00002471161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07679635,"threshold_uncertainty_score":0.5773436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456309768053301,"score_gpt":0.2660273498675678,"score_spread":0.2514642521870348,"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."}}