{"id":"W4311270870","doi":"10.1088/1758-5090/acab35","title":"Bioprinting of alginate-carboxymethyl chitosan scaffolds for enamel tissue engineering in vitro","year":2022,"lang":"en","type":"article","venue":"Biofabrication","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"3D bioprinting; Materials science; Scaffold; Swelling; Tissue engineering; Self-healing hydrogels; Biomedical engineering; Regeneration (biology); Chitosan; Chemical engineering; Composite material; 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":[0.0005324984,0.0001056802,0.0001623989,0.00038664,0.00004696841,0.00001276912,0.0002948366,0.00005728427,0.00002871432],"category_scores_gemma":[0.0001951393,0.0001273276,0.00004287166,0.0007238493,0.00002468701,0.00004984975,0.0001275995,0.0001451146,0.000003334228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247117,"about_ca_system_score_gemma":0.00002352649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000349132,"about_ca_topic_score_gemma":2.663032e-7,"domain_scores_codex":[0.9988798,0.00002770258,0.0003062644,0.000190996,0.0002940656,0.0003011042],"domain_scores_gemma":[0.9994678,0.0001787471,0.00004886384,0.0002229517,0.00002434874,0.00005729669],"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":[0.000009727337,0.00002860583,0.0003054654,0.0001585761,0.00001061551,6.234769e-7,0.0001124443,0.005667277,0.9493014,0.0002398098,0.000048204,0.04411727],"study_design_scores_gemma":[0.000300723,0.00003930759,0.005267411,0.00001457525,0.000003941796,0.000001693112,0.0000324065,0.2026177,0.78821,0.00005139548,0.003335273,0.0001256294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739683,0.0003234956,0.02382572,0.0002045562,0.0002657443,0.0005170067,0.00002263599,0.0002231006,0.0006494218],"genre_scores_gemma":[0.9918239,0.00001309028,0.007728209,0.000006134666,0.00005885124,0.0002708796,0.00003683935,0.0000367198,0.00002535547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1969504,"threshold_uncertainty_score":0.5192268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167494076297404,"score_gpt":0.2537429857325518,"score_spread":0.2420680449695778,"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."}}