{"id":"W2292230035","doi":"10.1002/mabi.201500408","title":"Cellular Response to Reagent‐Free Electron‐Irradiated Gelatin Hydrogels","year":2016,"lang":"en","type":"article","venue":"Macromolecular Bioscience","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Self-healing hydrogels; Gelatin; Biocompatibility; Glutaraldehyde; Biophysics; Irradiation; Chemistry; Biomaterial; Cytotoxicity; Materials science; Chemical engineering; Biomedical engineering; Polymer chemistry; Nanotechnology; Biochemistry; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001790874,0.0003513466,0.0001610432,0.0001413328,0.00006641247,0.0001992935,0.0001189595,0.0002274722,0.001310349],"category_scores_gemma":[0.0001733835,0.0001010594,0.0001508728,0.0001391269,0.0001515846,0.000165491,0.0001237444,0.0002801573,0.0001531091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963932,"about_ca_system_score_gemma":0.00008036756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004457144,"about_ca_topic_score_gemma":0.0006405489,"domain_scores_codex":[0.9998698,0.00002721877,0.00001240163,0.0000269765,0.00003723687,0.00002634274],"domain_scores_gemma":[0.9997854,0.0001175348,0.00003776842,0.00001875614,0.00001985168,0.00002067716],"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":[0.00005402404,0.00001148395,0.00006316158,0.00002888559,0.0000030395,0.00002869814,0.00002136842,0.00007893542,0.999262,0.00001790201,0.00001254967,0.0004177673],"study_design_scores_gemma":[0.00000391942,0.0001541381,0.001157956,0.000003325639,0.000004172742,0.0000363855,0.00001724499,0.0003411105,0.997985,0.000007948267,0.0002865093,0.000002380025],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948654,0.001285469,0.0018205,0.0000440899,0.00002710824,0.00001874425,0.000221167,0.00003427719,0.001683231],"genre_scores_gemma":[0.9935862,0.0008711754,0.002655378,0.00005566925,0.00001019181,0.00003391537,0.0003445323,0.00001601709,0.002426796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001310349,"threshold_uncertainty_score":0.004383564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008110483213412715,"score_gpt":0.2400178684541546,"score_spread":0.2319073852407419,"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."}}