{"id":"W3198997905","doi":"10.1097/brs.0000000000004225","title":"Insufficient Recovery From C5 Palsy Following Anterior Cervical Decompression and Fusion","year":2021,"lang":"en","type":"article","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Decompression; Spinal cord; Dura mater; Spinal fusion; Surgical decompression; Palsy; Cervical vertebrae; Paralysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000965431,0.0001180501,0.0003086283,0.00003746215,0.00007034138,0.00002336085,0.00003899619,0.00008877731,0.001073503],"category_scores_gemma":[0.000116073,0.00009024623,0.0001097458,0.0001540013,0.00001738422,0.00004334106,0.0001977756,0.0001513024,0.0000506166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000235508,"about_ca_system_score_gemma":0.00004134573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006364608,"about_ca_topic_score_gemma":0.00002624767,"domain_scores_codex":[0.9990253,0.00003752466,0.0002355359,0.0003174825,0.0002103807,0.0001737882],"domain_scores_gemma":[0.99948,0.00003158979,0.00003700206,0.0002281662,0.00004230607,0.0001809106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000283924,0.0004536942,0.02299195,0.0001585883,0.00006547843,0.001218736,0.0003116599,0.00000186383,0.3192258,0.00003569398,0.0001125855,0.65514],"study_design_scores_gemma":[0.002231555,0.0003774315,0.9488465,0.001304438,0.0001444168,0.00009910484,0.0001587148,0.001290942,0.02491946,0.0004877847,0.01990362,0.0002360844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908016,0.00440117,0.0006945698,0.002049035,0.0004814862,0.0001051358,0.00001004981,0.00004959907,0.001407396],"genre_scores_gemma":[0.9941743,0.0005270193,0.003217257,0.001222861,0.0002506269,0.000004588896,0.00009024084,0.00001472718,0.0004983508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9258545,"threshold_uncertainty_score":0.9998397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344694249064652,"score_gpt":0.2812388149674216,"score_spread":0.2677918724767751,"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."}}