{"id":"W4413358902","doi":"10.1007/s10974-025-09706-x","title":"Skeletal muscle alterations in Marfan syndrome: a systematic review","year":2025,"lang":"en","type":"review","venue":"Journal of Muscle Research and Cell Motility","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Marfan syndrome; Skeletal muscle; Proteomics; Computational biology; Bioinformatics; Biology; Medicine; Anatomy; Internal medicine; Biochemistry","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":[0.001960257,0.001196874,0.005564292,0.006825636,0.0002797132,0.001535793,0.001479995,0.001422345,0.004875448],"category_scores_gemma":[0.005632618,0.0005863361,0.003859825,0.006420648,0.0004877783,0.001598587,0.001270422,0.0008308043,0.0004424295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008976566,"about_ca_system_score_gemma":0.003167528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0031897,"about_ca_topic_score_gemma":0.01218152,"domain_scores_codex":[0.9989183,0.0001775602,0.0004737188,0.0001778074,0.0001989291,0.00005368303],"domain_scores_gemma":[0.9962679,0.002491362,0.0008049081,0.00004498486,0.0003023439,0.00008856645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004113381,0.00004026017,0.001812872,0.7576782,0.009569809,0.0005417425,0.0001871726,0.000230473,0.0005794168,0.0003716731,0.01080851,0.2177684],"study_design_scores_gemma":[0.000745756,0.000401836,0.01818737,0.6811421,0.1182832,0.004137675,0.0006159462,0.0001830698,0.0004077334,0.0008881881,0.1748301,0.0001769513],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000219548,0.9993719,0.00004138571,0.00009282464,0.00005113973,0.00001585264,0.0001339607,0.000002553185,0.00007072226],"genre_scores_gemma":[0.001670138,0.9977406,0.0001337834,0.0002243867,0.00005829223,0.00002163687,0.00009835073,0.000001153962,0.00005161628],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006825636,"threshold_uncertainty_score":0.01631004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05052555686483932,"score_gpt":0.3992189638968894,"score_spread":0.3486934070320501,"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."}}