{"id":"W2142689260","doi":"10.1123/jab.24.1.1","title":"Mysteries of Muscle Contraction","year":2008,"lang":"en","type":"review","venue":"Journal of Applied Biomechanics","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canada Research Chairs","keywords":"Titin; Isometric exercise; Myosin; Myofibril; Muscle contraction; Actin; Stiffness; Contraction (grammar); Protein filament; Biophysics; Muscle stiffness; Chemistry; Mechanics; Anatomy; Physics; Structural engineering; Myocyte; Biology; Sarcomere; Medicine; Engineering; Biochemistry; Internal medicine; Physiology; Cell biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002873967,0.0002715493,0.002834541,0.0004171469,0.00004715273,0.000007406666,0.0001080128,0.0002928235,0.00001263692],"category_scores_gemma":[0.00004005613,0.0001878871,0.001037319,0.0003442937,0.00006146586,0.00003864895,0.00005232088,0.0004126746,0.000008766315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253006,"about_ca_system_score_gemma":0.0003367108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.399425e-7,"about_ca_topic_score_gemma":1.872784e-7,"domain_scores_codex":[0.9981163,0.00002405655,0.001139611,0.0001380184,0.0004209169,0.0001610798],"domain_scores_gemma":[0.997565,0.00009738964,0.001754749,0.0002177123,0.0002735429,0.00009161599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001165764,0.0001065518,4.0121e-8,0.007859487,0.0008245834,0.0001284815,0.0001157638,5.639824e-8,0.0007447478,0.0004051544,0.001397013,0.9883015],"study_design_scores_gemma":[0.0005969288,0.0002911122,8.961653e-7,0.005457778,0.002219027,0.003130335,0.0001886891,5.375667e-7,0.000374708,0.00007037309,0.9875311,0.0001385558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003641604,0.9967653,0.000293585,0.00001459888,0.0008030746,0.0003819163,0.00002739307,0.0000106554,0.001667094],"genre_scores_gemma":[0.0005803506,0.9980678,0.0005626775,0.00002656082,0.0006550658,0.000008290726,0.00001069747,0.00003482159,0.0000537325],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.988163,"threshold_uncertainty_score":0.7661812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04447357434408789,"score_gpt":0.3152518141726757,"score_spread":0.2707782398285878,"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."}}