{"id":"W4414292002","doi":"10.1242/dev.204771","title":"Differentially expressed fusogens specify myocyte states to drive myogenesis","year":2025,"lang":"en","type":"article","venue":"Development","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Montreal Clinical Research Institute","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canada Research Chairs; McGill University","keywords":"Myogenesis; Myocyte; Mef2; Multinucleate; Vertebrate; In situ hybridization; Myogenic regulatory factors; Cellular differentiation","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":[0.0001902085,0.0002329992,0.0002740854,0.0002732721,0.0001906669,0.0003787318,0.000197008,0.0002635671,0.001204352],"category_scores_gemma":[0.0001797868,0.0001761124,0.0002118336,0.0001443099,0.0002799541,0.0002003605,0.0004094375,0.0005291598,0.0005021673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003714108,"about_ca_system_score_gemma":0.0001750515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000503084,"about_ca_topic_score_gemma":0.001963263,"domain_scores_codex":[0.9998218,0.00001426722,0.00001333913,0.00005077307,0.00005546577,0.00004435455],"domain_scores_gemma":[0.999845,0.00004372283,0.00003849025,0.00001947203,0.00001793584,0.00003532385],"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":[0.00001948237,0.000002208403,0.0002437859,0.000006639837,0.000001180914,0.00002661645,0.00001344641,0.0000316803,0.9990471,0.0001201413,0.00001309822,0.0004744719],"study_design_scores_gemma":[0.000004786821,0.00002808313,0.007095512,0.00000438541,0.000006415623,0.0001594011,0.00003644532,0.0009957659,0.9890789,0.00006875543,0.002516784,0.000004733504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791484,0.0008587099,0.01666708,0.00008884825,0.00002924171,0.00004058005,0.0008460236,0.0001855632,0.002135547],"genre_scores_gemma":[0.9872259,0.0005716494,0.008119281,0.00008410194,0.00001177014,0.00003812241,0.0006560468,0.0001225386,0.00317059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001204352,"threshold_uncertainty_score":0.004028916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006710265277600082,"score_gpt":0.2382672028830132,"score_spread":0.2315569376054131,"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."}}