{"id":"W7132983766","doi":"","title":"Adapting Muscle Endogenous Repair (MEndR) Assay for Academic and Industry Adoption","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Myogenesis; Skeletal muscle; Endogeny; In vivo; Myocyte; Drug discovery; Phenotypic screening; Ex vivo","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":[],"consensus_categories":[],"category_scores_codex":[0.008033104,0.0009595082,0.0009987787,0.00212804,0.0007915843,0.00265635,0.001908391,0.0015026,0.008828292],"category_scores_gemma":[0.008824942,0.0008837571,0.001048488,0.001170449,0.0008639626,0.001095591,0.00282638,0.002738687,0.0109054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155891,"about_ca_system_score_gemma":0.001676412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007616985,"about_ca_topic_score_gemma":0.001630127,"domain_scores_codex":[0.9931316,0.0009570413,0.0004483608,0.001171078,0.004028426,0.0002634686],"domain_scores_gemma":[0.993517,0.001258218,0.0006608584,0.001417009,0.002704183,0.0004427587],"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":[0.0003309049,0.0003676644,0.005954917,0.0007714213,0.0000719763,0.0003400312,0.0006941874,0.001851511,0.7675061,0.009066124,0.03769464,0.1753504],"study_design_scores_gemma":[0.00004043015,0.0007694434,0.008190808,0.0002460774,0.00009458986,0.0008961975,0.0003564047,0.006239431,0.732083,0.003457064,0.2475103,0.0001161917],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08338807,0.003953933,0.8182293,0.008245782,0.001856782,0.003316767,0.01122708,0.01668138,0.05310095],"genre_scores_gemma":[0.1193948,0.005962121,0.7793661,0.002107786,0.0003505612,0.004717974,0.01537084,0.003321328,0.06940852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008828292,"threshold_uncertainty_score":0.04248369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0372882864922737,"score_gpt":0.3284778965017691,"score_spread":0.2911896100094954,"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."}}