{"id":"W2889947853","doi":"10.1016/j.freeradbiomed.2018.09.013","title":"Modelling the role of redox-related mechanisms in musculoskeletal ageing","year":2018,"lang":"en","type":"review","venue":"Free Radical Biology and Medicine","topic":"ATP Synthase and ATPases Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Medical Research Council; Versus Arthritis; Medical Research Council Canada","keywords":"Ageing; Oxidative stress; Redox; Computer science; Signalling pathways; Computational model; Biochemical engineering; Bioinformatics; Neuroscience; Computational biology; Biology; Materials science; Signal transduction; Cell biology; Simulation; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008296434,0.001129835,0.001575324,0.001112305,0.0001844568,0.001137842,0.001782945,0.001826239,0.003073856],"category_scores_gemma":[0.001132062,0.0003152908,0.0006315019,0.001159543,0.0006457776,0.001638952,0.0008669664,0.001246293,0.001592609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006655358,"about_ca_system_score_gemma":0.001080968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231256,"about_ca_topic_score_gemma":0.001700464,"domain_scores_codex":[0.9998361,0.00003548736,0.00001587565,0.00003885318,0.00005929393,0.00001445308],"domain_scores_gemma":[0.9995694,0.0002601609,0.00004546407,0.00001943368,0.00008432304,0.00002113422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001009518,0.00005363368,0.0004104614,0.02125935,0.0002258183,0.0002927304,0.00009970342,0.01290895,0.008309253,0.0332671,0.01471792,0.908354],"study_design_scores_gemma":[0.00003556624,0.000154101,0.001077229,0.005350245,0.0004888016,0.001365487,0.0001243766,0.008252769,0.006280103,0.06419855,0.9125867,0.00008608316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005853397,0.9919887,0.005227492,0.0004724643,0.0003164096,0.000006467411,0.00004680918,0.00002926959,0.001327001],"genre_scores_gemma":[0.006569991,0.9887726,0.002807711,0.0001616783,0.0002927443,0.00001243822,0.0001028139,0.00000907227,0.001270919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003073856,"threshold_uncertainty_score":0.01028305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276764736613867,"score_gpt":0.3453705777906531,"score_spread":0.3226029304245144,"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."}}