{"id":"W2614261539","doi":"10.1002/adbi.201700058","title":"3D Printing of Microstructured and Stretchable Chitosan Hydrogel for Guided Cell Growth","year":2017,"lang":"en","type":"article","venue":"Advanced Biosystems","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université de Montréal; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University; China Scholarship Council; Canada Foundation for Innovation","keywords":"Self-healing hydrogels; Microfiber; Materials science; Nanotechnology; Chitosan; Tissue engineering; Cell encapsulation; Composite material; Biomedical engineering; Chemical engineering; Polymer chemistry","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":[0.0002331852,0.0001551137,0.0002751317,0.0000698137,0.0001871443,0.00006465209,0.0003925431,0.0001117579,0.000003823789],"category_scores_gemma":[0.0003722955,0.0001428834,0.00005021225,0.00005714068,0.0001274371,0.0001240025,0.0001367792,0.0001274866,0.000002024678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001937697,"about_ca_system_score_gemma":0.0000166925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004258415,"about_ca_topic_score_gemma":0.00000640051,"domain_scores_codex":[0.9988524,0.00001028657,0.000331982,0.0002404649,0.0001917464,0.0003731247],"domain_scores_gemma":[0.9990938,0.00010722,0.0001448243,0.0004754598,0.00006414031,0.0001144991],"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":[0.000008110162,0.000007010233,0.003857358,0.00136816,0.00002355963,0.000001276263,0.00007401635,0.00008992818,0.9898972,0.0001405747,0.00005115747,0.004481677],"study_design_scores_gemma":[0.0008068859,0.00003974286,0.001996096,0.0001931447,0.000007432766,0.000005560888,0.0000399619,0.01026081,0.9849637,0.0002024934,0.001315961,0.0001682785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947826,0.0003873333,0.00130898,0.00003727974,0.0004548152,0.0005067567,0.00004059719,0.0001056862,0.002375941],"genre_scores_gemma":[0.9859455,0.0000636183,0.01374675,0.000004060406,0.000105755,0.00002862808,0.000006282721,0.00003933923,0.00006009847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01243777,"threshold_uncertainty_score":0.5826614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267633301206847,"score_gpt":0.2692494477936321,"score_spread":0.2565731147815636,"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."}}