{"id":"W2317607677","doi":"10.1002/mabi.201500465","title":"Chondrocyte Generation of Cartilage‐Like Tissue Following Photoencapsulation in Methacrylated Polysaccharide Solution Blends","year":2016,"lang":"en","type":"article","venue":"Macromolecular Bioscience","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Canada Foundation for Innovation","keywords":"Self-healing hydrogels; Chondrocyte; Hyaluronic acid; Chondroitin sulfate; Chemistry; Chitosan; Chondrogenesis; Cartilage; Tissue engineering; Biomedical engineering; Biophysics; Polymer chemistry; Glycosaminoglycan; Anatomy; In vitro; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002799542,0.0001393862,0.0002221322,0.0002388988,0.00006348965,0.00001336919,0.00008517766,0.00008976814,0.00005251455],"category_scores_gemma":[0.00007434144,0.0001068278,0.00008549295,0.0005194084,0.00006356448,0.0001961088,0.00003545237,0.00004646195,0.00002299999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157775,"about_ca_system_score_gemma":0.0001035611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007431909,"about_ca_topic_score_gemma":0.00007449255,"domain_scores_codex":[0.9986218,0.00005437924,0.000296402,0.0003661355,0.0003717641,0.000289488],"domain_scores_gemma":[0.9994859,0.00001243838,0.00009681464,0.000257927,0.00005742291,0.00008951908],"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":[0.00002575272,0.00004473635,0.0005440491,0.000008473787,0.000004300613,0.0001029115,0.0001112908,0.000002891899,0.98769,0.00008329007,0.000006962439,0.01137531],"study_design_scores_gemma":[0.00173948,0.0005594231,0.000527842,0.0001766564,0.00004337188,0.00003821468,0.00001654356,0.0005262482,0.9960709,0.000068847,0.0001153812,0.0001171002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876572,0.0003633293,0.0107862,0.0002266381,0.0003765649,0.0003706282,0.000008894051,0.00003922485,0.0001713284],"genre_scores_gemma":[0.996694,0.00003451852,0.002703308,0.00008003113,0.00002735485,0.00002156185,0.00001692811,0.00001390119,0.00040838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01125821,"threshold_uncertainty_score":0.4356312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023779860513835,"score_gpt":0.2732516250880659,"score_spread":0.2530138264829276,"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."}}