{"id":"W4385749449","doi":"10.32920/23932194.v1","title":"Mechanical And Glucose Stimulation Of Bovine Chondrocytes Affect ECM Synthesis","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cartilage; Glycosaminoglycan; Extracellular matrix; Chemistry; Stimulation; Chondrogenesis; Agarose; Chondrocyte; In vitro; Cell biology; Biochemistry; Endocrinology; Anatomy; Biology","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":[0.0001345965,0.0003594432,0.0001328361,0.000146609,0.00009119506,0.0002434807,0.0001333354,0.0001980754,0.001652276],"category_scores_gemma":[0.0001883454,0.0001099474,0.0002007152,0.000153456,0.0001605573,0.0001249537,0.0001474422,0.0002334468,0.0003261254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712638,"about_ca_system_score_gemma":0.0001290889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862895,"about_ca_topic_score_gemma":0.001989833,"domain_scores_codex":[0.9998172,0.00003266148,0.00002040886,0.00002868449,0.00004368443,0.00005736929],"domain_scores_gemma":[0.9998337,0.00006484441,0.00003434405,0.0000134091,0.00001877892,0.00003490485],"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":[0.0002212309,0.00003404746,0.0001987256,0.00004438653,0.00000262006,0.00003960112,0.00002018094,0.00004302578,0.9984152,0.00001314746,0.00002414957,0.0009436735],"study_design_scores_gemma":[0.000009502916,0.0005076833,0.006547434,0.00000954143,0.00000902988,0.00007188007,0.00004232359,0.0003347837,0.9915631,0.00001144383,0.0008884282,0.000004976359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949154,0.002491566,0.0006519747,0.00005604286,0.00004479177,0.00001272666,0.0002143235,0.00001630839,0.00159686],"genre_scores_gemma":[0.9955248,0.0007613886,0.001157599,0.00005337376,0.00001486621,0.00001496127,0.0003814214,0.00001418938,0.002077486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001862895,"threshold_uncertainty_score":0.005527377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03388094330073169,"score_gpt":0.2933592253106876,"score_spread":0.2594782820099559,"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."}}