{"id":"W4366286970","doi":"10.3390/ijms24087410","title":"Applied Compressive Strain Governs Hyaline-like Cartilage versus Fibrocartilage-like ECM Produced within Hydrogel Constructs","year":2023,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"Fibrocartilage; Hyaline cartilage; Chondrogenesis; Cartilage; Aggrecan; Extracellular matrix; Biomedical engineering; Type II collagen; Chemistry; Compressive strength; Osteoarthritis; Materials science; Cell biology; Anatomy; Articular cartilage; Composite material; Pathology; Biology; Medicine; Biochemistry","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":[0.0001627937,0.0002807795,0.00009335926,0.0001314121,0.00008592114,0.0002260267,0.0001366809,0.0001304313,0.001011792],"category_scores_gemma":[0.0001657444,0.0001113087,0.0000844036,0.0001268356,0.0001986356,0.0001839778,0.00009435666,0.0001921923,0.0001239767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186862,"about_ca_system_score_gemma":0.0001155902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003614317,"about_ca_topic_score_gemma":0.0007400223,"domain_scores_codex":[0.999891,0.00001184378,0.00001368733,0.00001727787,0.00004164057,0.00002456016],"domain_scores_gemma":[0.9997448,0.00005943157,0.00009460103,0.00001343075,0.00002616088,0.00006151135],"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":[0.00003980686,0.00001196562,0.00007920821,0.00001437707,8.984964e-7,0.00001028963,0.000008509588,0.00005188265,0.9995342,0.00001832675,0.000003984843,0.0002264255],"study_design_scores_gemma":[0.000006728522,0.0001749471,0.002584357,0.000003444317,0.000003788188,0.00002485287,0.00001628207,0.001066752,0.995862,0.00001285003,0.0002405842,0.000003317776],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981446,0.0002762699,0.0006395478,0.00001289754,0.0000093925,0.00001451629,0.00007889243,0.00001147626,0.0008123553],"genre_scores_gemma":[0.9982595,0.0002501802,0.0007738191,0.00001461009,0.00000578916,0.0000228241,0.00008934805,0.000007599496,0.0005763586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001011792,"threshold_uncertainty_score":0.003384769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331367484611114,"score_gpt":0.2926600450227143,"score_spread":0.2693463701766031,"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."}}