{"id":"W2970294487","doi":"","title":"QUANTIFYING PASSIVE ELBOW JOINT STIFFNESS FOLLOWING EXERCISE INDUCED MUSCLE DAMAGE OF THE ELBOW FLEXORS","year":2019,"lang":"en","type":"article","venue":"TopSCHOLAR (Western Kentucky University)","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Elbow; Medicine; Physical medicine and rehabilitation; Joint (building); Muscle damage; Physical therapy; Anatomy; Internal medicine; Engineering; Structural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002638832,0.0002823622,0.0003882692,0.0003871641,0.0001463353,0.0000742957,0.0008292152,0.0001912628,0.00003709768],"category_scores_gemma":[0.00003872567,0.0002744629,0.0002439306,0.0009236193,0.00003411287,0.0005277193,0.0003983485,0.0008352026,0.0001004133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002506087,"about_ca_system_score_gemma":0.00005284756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000431331,"about_ca_topic_score_gemma":0.00003362224,"domain_scores_codex":[0.9982902,0.00007344349,0.0002604424,0.0003586635,0.0005150904,0.0005021322],"domain_scores_gemma":[0.9987429,0.00006294778,0.00008037158,0.0008818154,0.00008078711,0.0001511693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006545156,0.0001276105,0.04756231,0.001019212,0.0003944356,0.0002562017,0.002110079,0.06035358,0.8793529,0.001121412,0.00008540101,0.007551397],"study_design_scores_gemma":[0.004857712,0.0001236566,0.7113113,0.002339166,0.0003703163,0.00001213882,0.003982811,0.01308795,0.2525966,0.00006602946,0.00941609,0.001836175],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957134,0.00006486236,0.0003707814,0.00004465631,0.0007107822,0.0005248754,0.00001024718,0.0002866217,0.002273805],"genre_scores_gemma":[0.9979919,0.00003488388,0.0001542593,0.000007929423,0.00003232448,0.00000237322,0.000006076138,0.00007568056,0.001694618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.663749,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433856680599957,"score_gpt":0.2200085838692322,"score_spread":0.1956700170632327,"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."}}