{"id":"W4389401448","doi":"10.46292/sci23-1973368s","title":"Student Competition (Knowledge Generation) ID 1973368","year":2023,"lang":"en","type":"article","venue":"Topics in Spinal Cord Injury Rehabilitation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Functional electrical stimulation; Medicine; Physical medicine and rehabilitation; Tibialis anterior muscle; Spinal cord injury; Balance (ability); Physical therapy; Spinal cord; Stimulation; Skeletal muscle; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006271139,0.001290658,0.001229956,0.00120521,0.001170872,0.003598795,0.001690283,0.001844955,0.9527901],"category_scores_gemma":[0.001678953,0.0003515408,0.0004197982,0.001092896,0.000258613,0.001399565,0.003750014,0.001177945,0.8869293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004076025,"about_ca_system_score_gemma":0.001598777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000984998,"about_ca_topic_score_gemma":0.002066003,"domain_scores_codex":[0.9995271,0.00006250073,0.00003194153,0.0001206023,0.0001483108,0.0001095284],"domain_scores_gemma":[0.9985242,0.000164488,0.00004114876,0.00009618146,0.0004005956,0.0007734274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004518965,0.001032155,0.0007378623,0.0003404936,0.000008832082,0.0001826576,0.0001112311,0.0001385917,0.0008888252,0.001511515,0.6728833,0.3217126],"study_design_scores_gemma":[0.0001405866,0.000386988,0.002026115,0.0001801927,0.000006593615,0.00008661909,0.0001210666,0.0002845045,0.0002681509,0.0007771501,0.9957113,0.000010774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00647119,0.0005144012,0.0008364859,0.001880834,0.00204972,0.0005355831,0.009623235,0.002322471,0.9757662],"genre_scores_gemma":[0.004695827,0.0002345575,0.0003320303,0.000407586,0.0001796637,0.0001556306,0.002825744,0.0003625454,0.9908064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04720992,"threshold_uncertainty_score":0.06733924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845115045941664,"score_gpt":0.3275735862111332,"score_spread":0.2991224357517165,"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."}}