{"id":"W2109660870","doi":"10.1002/jor.23000","title":"Stochastic resonance is a method to improve the biosynthetic response of chondrocytes to mechanical stimulation","year":2015,"lang":"en","type":"article","venue":"Journal of Orthopaedic Research®","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Queen's University; St. Michael's Hospital","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chondrocyte; Stimulation; Biophysics; Stochastic resonance; Cartilage; Biomedical engineering; Intracellular; Chemistry; Matrix (chemical analysis); Materials science; Noise (video); Neuroscience; Anatomy; Computer science; Medicine; Biology; Biochemistry; Composite material","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":[0.0003934874,0.0005576709,0.0003488342,0.0003753153,0.0002324536,0.0002686741,0.0003280034,0.0004630514,0.001137455],"category_scores_gemma":[0.0004045353,0.0003363396,0.0003697096,0.0002344816,0.0004204097,0.0002337905,0.0004485845,0.0005709872,0.000335827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002779734,"about_ca_system_score_gemma":0.0002319547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004540737,"about_ca_topic_score_gemma":0.001099595,"domain_scores_codex":[0.9996499,0.00006202705,0.00002792144,0.00008488206,0.0001349368,0.00004039932],"domain_scores_gemma":[0.9997084,0.00009841002,0.00009488997,0.00003996879,0.00003006493,0.00002831345],"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":[0.00001523999,0.000007913812,0.00001842455,0.00002021757,0.000001455487,0.00001143172,0.000006485111,0.0000592666,0.998652,0.0000510738,0.00001055923,0.001145937],"study_design_scores_gemma":[0.00001048554,0.0003947009,0.0008308099,0.000005103276,0.000009609107,0.0001744164,0.000009692622,0.00134043,0.9954101,0.00006470527,0.001739072,0.00001087163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8122002,0.003984991,0.1797337,0.0003450626,0.0001543229,0.0001872826,0.0001571646,0.0006676514,0.002569614],"genre_scores_gemma":[0.9104095,0.002548879,0.08194797,0.0001966842,0.00006153731,0.0002662,0.0001841302,0.0001131321,0.004272005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001137455,"threshold_uncertainty_score":0.00380522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05678351127286436,"score_gpt":0.3930456581681652,"score_spread":0.3362621468953009,"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."}}