{"id":"W7067789909","doi":"","title":"A NONINVASIVE TEST FOR ESTIMATING TYPE I MYOSIN HEAVY CHAIN EXPRESSION IN WOMEN USING MECHANOMYOGRAPHY","year":2022,"lang":"en","type":"article","venue":"TopSCHOLAR (Western Kentucky University)","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isometric exercise; Myosin; Vastus lateralis muscle; Torque; Linear regression; Heavy chain; Muscle biopsy; Correlation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006107355,0.0005999777,0.0003337866,0.0005450021,0.0001899346,0.0003714097,0.0003345633,0.0006508925,0.001408167],"category_scores_gemma":[0.00308677,0.0003158769,0.0001413716,0.0003231089,0.0002052682,0.0003475924,0.0003216815,0.0003794422,0.0006114367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008666775,"about_ca_system_score_gemma":0.0001128521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007958948,"about_ca_topic_score_gemma":0.001792653,"domain_scores_codex":[0.999687,0.0001176614,0.0000206894,0.00006075991,0.00008687574,0.00002698175],"domain_scores_gemma":[0.999135,0.0004224723,0.0002320735,0.00004293403,0.00008986644,0.00007774874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007475059,0.0001772837,0.9659918,0.0000469174,0.00005348589,0.0002271799,0.0001750236,0.0001219251,0.01441217,0.00003403929,0.0004681383,0.01754461],"study_design_scores_gemma":[0.00004323988,0.001547105,0.9938021,0.0000256445,0.0000363083,0.001039221,0.0002519911,0.001258786,0.001434132,0.00005337172,0.0004951011,0.00001297332],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9929512,0.00108293,0.003106338,0.0001554122,0.00005073848,0.0001232784,0.0004388992,0.00006048557,0.002030705],"genre_scores_gemma":[0.9948737,0.0003660745,0.002862509,0.0001819943,0.00005884696,0.0001443157,0.0002318433,0.0000105954,0.001270132],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001408167,"threshold_uncertainty_score":0.004710734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223084768715793,"score_gpt":0.2440406741726602,"score_spread":0.2217321973010809,"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."}}