{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005644678,0.0001551982,0.0001341548,0.00006313183,0.0001135645,0.00001515749,0.0001953056,0.00009518976,0.00008522734],"category_scores_gemma":[0.00001775631,0.0001492105,0.0000507417,0.00009502906,0.00003171946,0.000001426412,0.0002086652,0.00003969875,0.00005676343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001875613,"about_ca_system_score_gemma":0.0001299503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004563949,"about_ca_topic_score_gemma":0.00003453532,"domain_scores_codex":[0.9990888,0.00003187551,0.000185068,0.0003675218,0.00007686282,0.0002498433],"domain_scores_gemma":[0.9995769,0.000009657737,0.00002953588,0.0002491436,0.00005910132,0.00007566145],"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":[0.0002489694,0.00009645923,0.001562132,0.00001878427,0.0001578817,0.000001833227,0.0002493609,0.0001251928,0.9609463,0.000244879,0.01775564,0.01859258],"study_design_scores_gemma":[0.0003699857,0.00004351705,0.07137865,0.00001254613,0.000006715866,2.035329e-7,0.00008516764,0.000003156001,0.6756305,0.0002105536,0.2520774,0.0001815707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847223,0.0003019044,0.01182715,0.0003735984,0.0002276406,0.0001955408,0.000009936432,0.00001930044,0.002322586],"genre_scores_gemma":[0.9920304,0.0001826231,0.003542177,0.001791674,0.0000508897,0.00009543367,0.000253465,0.00001286191,0.002040504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2853158,"threshold_uncertainty_score":0.6084626,"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."}}