{"id":"W2169871357","doi":"10.1016/j.actbio.2015.10.046","title":"Cell sheets prepared via gel–sol transition of calcium RGD–alginate","year":2015,"lang":"en","type":"article","venue":"Acta Biomaterialia","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Self-healing hydrogels; Materials science; Calcium alginate; Tissue engineering; Calcium; Biophysics; Cell; Chelation; Cell adhesion; Cell culture; Substrate (aquarium); Peptide; Biochemistry; Chemistry; Biomedical engineering; Polymer chemistry; Biology","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":[0.0001335845,0.0001583486,0.0003189071,0.00007603174,0.00002713565,0.00001449135,0.00005707221,0.0001095488,0.0002830976],"category_scores_gemma":[0.00001207151,0.0001313089,0.00008665033,0.00009869261,0.00004840652,0.0001091558,0.00002254451,0.00002324267,0.00008977944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006776909,"about_ca_system_score_gemma":0.00006727465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004345499,"about_ca_topic_score_gemma":0.000003609733,"domain_scores_codex":[0.9990258,0.00005492813,0.000284098,0.0002167388,0.0002015769,0.0002169128],"domain_scores_gemma":[0.9993201,0.00001074541,0.0001015902,0.0002813064,0.00009512762,0.0001911195],"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":[0.001334473,0.0004754805,0.001371817,0.0001494362,0.0000812042,0.0001117224,0.0009470006,2.739732e-7,0.9902766,0.000004129588,0.004647662,0.0006002467],"study_design_scores_gemma":[0.002721886,0.0005348557,0.01343635,0.00007143098,0.0001979225,0.00006153656,0.00004358919,0.00006154853,0.9796112,0.0001157725,0.002998906,0.0001449652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966648,0.00005200746,0.0001322386,0.0003210313,0.00113947,0.0003106454,0.000111432,0.00007994657,0.001188433],"genre_scores_gemma":[0.9988198,0.000004042095,0.000170692,0.00006490605,0.0001054965,0.00001742365,0.0003066973,0.00002120335,0.0004897169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01206453,"threshold_uncertainty_score":0.5354622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03904074464423538,"score_gpt":0.2817148170961296,"score_spread":0.2426740724518942,"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."}}