{"id":"W2994431268","doi":"10.25259/sni_512_2019","title":"Subaxial spine arthrodesis in patients with spine fractures and facet joint dislocations: Is magnetic resonance imaging required to determine the optimal surgical approach?","year":2019,"lang":"en","type":"article","venue":"Surgical Neurology International","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Magnetic resonance imaging; Facet (psychology); Arthrodesis; SPINE (molecular biology); Joint (building); Radiology; Orthodontics; Surgery; Bioinformatics; Pathology","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":[0.0001852327,0.0002062644,0.0003153085,0.000189984,0.00005313185,0.00003681357,0.0001636008,0.0001028371,0.000529667],"category_scores_gemma":[0.0001067476,0.0001313789,0.00006467435,0.0001799407,0.000173637,0.000110023,0.0001141966,0.0003752729,0.000015352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002888315,"about_ca_system_score_gemma":0.00003335603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003230747,"about_ca_topic_score_gemma":0.000006956654,"domain_scores_codex":[0.9983868,0.00006796051,0.000380777,0.0004932316,0.0004118069,0.0002594248],"domain_scores_gemma":[0.9993211,0.00005794565,0.00009657592,0.0002686765,0.0001486477,0.0001070264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004377405,0.0008237161,0.9497212,0.0000336714,0.00004117355,0.0003408305,0.0002697599,0.0002233474,0.0002271585,0.001909314,0.0009451391,0.04108736],"study_design_scores_gemma":[0.00325608,0.001160792,0.9621356,0.00003915468,0.00001549094,0.0002446173,0.000008294436,0.002980284,0.0001320942,0.00005642081,0.02982473,0.0001465092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795405,0.000359787,0.0002862476,0.01784736,0.0001365169,0.0007199986,0.00001999415,0.00004708391,0.001042466],"genre_scores_gemma":[0.9941667,0.00007045789,0.001384227,0.003757707,0.0001586782,0.00006829324,0.00008125934,0.00002167797,0.0002909671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04094084,"threshold_uncertainty_score":0.5799482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00914588179927038,"score_gpt":0.2594377331629966,"score_spread":0.2502918513637262,"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."}}