{"id":"W3017981329","doi":"10.1002/adhm.201901792","title":"One‐Step Photoactivation of a Dual‐Functionalized Bioink as Cell Carrier and Cartilage‐Binding Glue for Chondral Regeneration","year":2020,"lang":"en","type":"article","venue":"Advanced Healthcare Materials","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Marsden Fund; European Research Council; Horizon 2020 Framework Programme; ReumaNederland; AO Foundation; Dutch Arthritis Society; Universiteit Utrecht; Royal Society Te Apārangi; Arthritis Society","keywords":"Gelatin; Cartilage; Self-healing hydrogels; Chondrocyte; Materials science; Chondrogenesis; Regeneration (biology); Biomedical engineering; Biophysics; Chemistry; Anatomy; Polymer chemistry; Cell biology; Biochemistry; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002646551,0.0001320178,0.0002929573,0.00007185646,0.00008726533,0.00003289657,0.00006446356,0.0001248394,0.0001185508],"category_scores_gemma":[0.0003447813,0.000144952,0.000030333,0.0001678447,0.00004013195,0.0001522139,0.0000371914,0.00009131641,0.000007561346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008631746,"about_ca_system_score_gemma":0.00006285295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006521639,"about_ca_topic_score_gemma":0.00001205637,"domain_scores_codex":[0.9987173,0.00007052941,0.0004205708,0.0002513732,0.0002584197,0.0002818073],"domain_scores_gemma":[0.9993022,0.0001422289,0.00009533445,0.0001333842,0.0001443495,0.0001824831],"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":[0.0001549293,0.000006611687,0.00002555918,0.001373454,0.000009184147,6.728355e-7,0.0003145865,0.0001771563,0.9932921,0.0004214533,0.00009112131,0.00413317],"study_design_scores_gemma":[0.0007748189,0.0001739714,0.0001405422,0.00008275145,0.000008177555,0.000001195026,0.00008400498,0.0007233687,0.9931499,0.0002981569,0.004444676,0.0001184669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920329,0.0002261019,0.004353073,0.001625314,0.0004862813,0.0008122842,0.0002456848,0.000136888,0.00008150805],"genre_scores_gemma":[0.989107,0.0001604028,0.009822786,0.00019286,0.0002378631,0.0001620717,0.0002050071,0.0000447228,0.00006729243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005469712,"threshold_uncertainty_score":0.5910971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03522814738519155,"score_gpt":0.3029262109086971,"score_spread":0.2676980635235056,"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."}}