{"id":"W4407416710","doi":"10.1002/mus.28351","title":"Surgical Strategies for Functional Upper Extremity Reconstruction After Spinal Cord Injury","year":2025,"lang":"en","type":"review","venue":"Muscle & Nerve","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Spinal cord injury; Surgery; Spinal cord; Physical medicine and rehabilitation; Anatomy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005429385,0.0005313566,0.001665392,0.000534891,0.000142567,0.0001179249,0.0002034267,0.00060294,0.001666074],"category_scores_gemma":[0.0001873191,0.0004315925,0.001247804,0.000600789,0.0001788752,0.0002051974,0.0001527318,0.001038733,0.0001128882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004391449,"about_ca_system_score_gemma":0.002340703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003792413,"about_ca_topic_score_gemma":0.000009195061,"domain_scores_codex":[0.996988,0.0001993849,0.0008164941,0.0008534506,0.0005595572,0.0005830924],"domain_scores_gemma":[0.9982738,0.000255389,0.0002070362,0.0006171326,0.0004159324,0.000230638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008440033,0.00008643095,0.00005654269,0.02044976,0.0001503506,0.00008921555,0.00000121583,2.492563e-8,0.000002185478,0.0004508662,0.003194251,0.9670791],"study_design_scores_gemma":[0.0006283291,0.003559647,0.0007338934,0.01536454,0.0008951431,0.0005361473,0.00004832311,0.000007241378,0.000001702757,0.000247871,0.9776053,0.0003718855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001637613,0.9892395,0.0002677226,0.0001224303,0.001470583,0.002222351,0.0002992098,0.0001243391,0.004616296],"genre_scores_gemma":[0.0007125802,0.9874057,0.0007872866,0.00006763304,0.002121876,0.001839801,0.0004686639,0.00008505642,0.006511381],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.974411,"threshold_uncertainty_score":0.9998136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106602572623613,"score_gpt":0.426567169579136,"score_spread":0.3199645969555231,"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."}}