{"id":"W2605569592","doi":"10.1177/2192568216687297","title":"Brachial Plexopathy After Cervical Spine Surgery","year":2017,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Brachial Plexopathy; Medicine; Brachial plexus; Surgery; Retrospective cohort study","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":[0.0005766726,0.0002765123,0.0006254523,0.0000657912,0.0004939515,0.0002848917,0.0003039573,0.0001783982,0.002769143],"category_scores_gemma":[0.0005627456,0.0002051492,0.0004905586,0.0001168047,0.000156133,0.0002722829,0.0002413237,0.0006033662,0.0004065516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001655953,"about_ca_system_score_gemma":0.0002626499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007293774,"about_ca_topic_score_gemma":0.00005512607,"domain_scores_codex":[0.9977761,0.00005490901,0.00059666,0.0003070742,0.0006562443,0.0006090236],"domain_scores_gemma":[0.9980114,0.000008896264,0.0003224319,0.0006009311,0.0002076719,0.0008487378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007763066,0.0004325689,0.5881153,0.0001155128,0.0001157601,0.004710383,0.00002538435,9.537905e-7,0.0002528483,0.0004462801,0.003146877,0.4018618],"study_design_scores_gemma":[0.001149798,0.0002081857,0.9528924,0.0002036503,0.0001226444,0.006194381,0.00001067018,0.00005644534,0.00006121616,0.001276128,0.03760118,0.0002233136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971912,0.001034102,0.00110029,0.009109719,0.001991585,0.0001593307,0.00002708481,0.00006478898,0.01460115],"genre_scores_gemma":[0.9897239,0.0001893185,0.00204541,0.002138987,0.005161766,0.000006113994,0.00001297993,0.00002137969,0.0007001784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4016384,"threshold_uncertainty_score":0.9981425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057533836235625,"score_gpt":0.3081891975830796,"score_spread":0.2876138592207234,"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."}}