{"id":"W3169631603","doi":"10.1101/2021.06.17.447742","title":"The contributions of extracellular matrix and sarcomere properties to passive muscle stiffness in cerebral palsy","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sarcomere; Extracellular matrix; Stiffness; Extracellular; Cerebral palsy; Anatomy; Muscle stiffness; Biomedical engineering; Materials science; Medicine; Chemistry; Internal medicine; Myocyte; Physical medicine and rehabilitation; Biochemistry; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004736184,0.000552525,0.0003499747,0.0004516203,0.0002312033,0.0005713067,0.000614106,0.0004298548,0.00095142],"category_scores_gemma":[0.001010145,0.0003631667,0.0003448408,0.0002755149,0.0003760968,0.0003901858,0.0004571778,0.0005171394,0.0001473555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006858642,"about_ca_system_score_gemma":0.0006246644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123999,"about_ca_topic_score_gemma":0.00651162,"domain_scores_codex":[0.9998672,0.00003835048,0.00000910552,0.00002841301,0.00003516705,0.0000218478],"domain_scores_gemma":[0.999661,0.0001644264,0.00008888208,0.00003067218,0.00002721658,0.00002787763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001194307,0.0004165693,0.06549966,0.0005200625,0.0003643141,0.001728337,0.0003198518,0.2036489,0.6841295,0.002533634,0.001180094,0.03846485],"study_design_scores_gemma":[0.00007378646,0.0007016727,0.2295771,0.0001374473,0.0003131999,0.001509478,0.0004372944,0.6104485,0.1504184,0.004061303,0.002232145,0.00008961183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749384,0.001486187,0.02185868,0.0002654763,0.00001323905,0.00001661363,0.000280883,0.0001236197,0.001016882],"genre_scores_gemma":[0.9963977,0.000721298,0.001994526,0.00002854427,0.000004580741,0.00003112359,0.0001260786,0.00002131259,0.0006747643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01123999,"threshold_uncertainty_score":0.02234918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324436549238033,"score_gpt":0.2390437386318674,"score_spread":0.2257993731394871,"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."}}