{"id":"W2803384409","doi":"","title":"MULTI MUSCLE PATTERNS IN POST SURGICAL TOTAL KNEE ARTHROPLASTY","year":2014,"lang":"en","type":"article","venue":"Journal of undergraduate research in Alberta","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biceps; Medicine; Vastus medialis; Physical medicine and rehabilitation; Arthroplasty; Electromyography; Physical therapy; Osteoarthritis; Knee Joint; Stair climbing; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001548066,0.0001696846,0.0001787053,0.0005898502,0.0001193766,0.0002043818,0.0001247546,0.0002444478,0.002041997],"category_scores_gemma":[0.000548105,0.00005946839,0.0001239129,0.0005210097,0.0001435956,0.0001546712,0.0001921645,0.0001242835,0.0002144205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085012,"about_ca_system_score_gemma":0.00008216169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000762364,"about_ca_topic_score_gemma":0.001005711,"domain_scores_codex":[0.999868,0.00001766475,0.00001961923,0.00003601405,0.00003875343,0.000019872],"domain_scores_gemma":[0.9997264,0.00004047565,0.0001493917,0.000008072795,0.00004673795,0.00002890684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001265128,0.0002217403,0.8733838,0.0003918319,0.00009157522,0.00307293,0.0004564489,0.0004372677,0.03076779,0.00008147183,0.000386703,0.08944333],"study_design_scores_gemma":[0.000003647973,0.0003224493,0.9964192,0.0000129743,0.000009641431,0.002255882,0.0001072152,0.0001933214,0.0004240797,0.00003617736,0.0002129271,0.00000244414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976521,0.0008994041,0.0006552365,0.00003667854,0.00000964922,0.00002234472,0.0001517676,0.000007770717,0.0005649771],"genre_scores_gemma":[0.9985132,0.0003538584,0.0003672471,0.00001947124,0.00001103727,0.00002040745,0.0001525366,0.000001759926,0.0005603947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002041997,"threshold_uncertainty_score":0.006831169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02860126982298611,"score_gpt":0.2979630831313403,"score_spread":0.2693618133083542,"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."}}