{"id":"W4380875394","doi":"10.1093/brain/awad202","title":"Skeletal muscle in amyotrophic lateral sclerosis","year":2023,"lang":"en","type":"review","venue":"Brain","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fondation Bettencourt Schueller; FightMND","keywords":"Amyotrophic lateral sclerosis; Motor neuron; Neuroscience; Skeletal muscle; Motor unit; Neuromuscular disease; Neuromuscular junction; Medicine; Lower motor neuron; Disease; Biology; Anatomy; Pathology; Spinal cord","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":[0.0007664214,0.0005936629,0.002411377,0.0008645615,0.00007152572,0.00007453854,0.0004466806,0.0005858785,0.0008291773],"category_scores_gemma":[0.0006816201,0.0004584902,0.0008098265,0.001712179,0.0001621362,0.00009947024,0.0003843081,0.001465606,0.003789826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005801749,"about_ca_system_score_gemma":0.0008280008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002695927,"about_ca_topic_score_gemma":0.00007717523,"domain_scores_codex":[0.9958544,0.0004033541,0.001007241,0.0009022314,0.0008023836,0.001030329],"domain_scores_gemma":[0.9980799,0.0003659697,0.0001848154,0.0008411027,0.00005915922,0.0004690815],"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":[0.000009808641,0.0001136482,0.00002089536,0.01065543,0.0001262994,0.0005499672,0.00004210581,4.866912e-7,0.00004406314,0.00006620205,0.01680911,0.971562],"study_design_scores_gemma":[0.0007767229,0.0001556203,0.00941169,0.03008808,0.0001336019,0.00004792387,0.00000325822,0.00002481587,1.553694e-7,0.00004180884,0.9589087,0.0004075761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001422444,0.9924461,0.000001428751,0.002896438,0.0002583292,0.001976886,0.00007067816,0.0002830126,0.000644685],"genre_scores_gemma":[0.0001366263,0.9890072,0.00009195686,0.0007738288,0.0004361436,0.0003172395,0.0003125702,0.0002603942,0.008663987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9711544,"threshold_uncertainty_score":0.9997867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1680888041619981,"score_gpt":0.3924873030984373,"score_spread":0.2243984989364392,"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."}}