{"id":"W2073775208","doi":"10.1016/j.clinbiomech.2011.10.002","title":"Investigation of hand muscle atrophy in stroke survivors","year":2011,"lang":"en","type":"article","venue":"Clinical Biomechanics","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institutes of Health; National Institute of Neurological Disorders and Stroke; McMaster University; Coleman Foundation","keywords":"Stroke (engine); Medicine; Weakness; Atrophy; Muscle weakness; Muscle atrophy; Physical medicine and rehabilitation; Population; Muscle architecture; Cross-sectional study; Physical therapy; Anatomy; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006855518,0.00008645308,0.0003336959,0.0002014858,0.00001636837,0.000003382244,0.0000687073,0.0002019218,0.0001428831],"category_scores_gemma":[0.0006370445,0.00007209321,0.0001984408,0.0003087369,0.0001859082,0.00004680192,0.0000321745,0.0001790099,0.00004007333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002406173,"about_ca_system_score_gemma":0.0000944604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001046997,"about_ca_topic_score_gemma":0.00004341663,"domain_scores_codex":[0.9987004,0.000105515,0.000681958,0.000215884,0.0001602389,0.0001359701],"domain_scores_gemma":[0.9990559,0.0003067824,0.000147796,0.0002464541,0.0001023583,0.0001407203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007098484,0.0008139492,0.7220615,0.0003597245,0.0001159723,0.00002613569,0.001584361,3.37122e-7,0.1666975,0.002943123,0.0004064628,0.1042811],"study_design_scores_gemma":[0.004240607,0.003325555,0.9196448,0.000256697,0.0000958001,0.000005313317,0.0007429349,0.001463202,0.06159127,0.00592947,0.00246081,0.0002435011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977023,0.00007989863,0.0004283816,0.0001505605,0.000736593,0.0002321281,0.00001323368,0.00002068824,0.0006361883],"genre_scores_gemma":[0.9953529,0.0001231306,0.003984733,0.0002209071,0.00006845539,0.000005599853,0.00001151704,0.00001175985,0.0002209533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1975834,"threshold_uncertainty_score":0.2939875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000423048807634,"score_gpt":0.3288951888671109,"score_spread":0.2288528839863475,"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."}}