{"id":"W4376278655","doi":"10.1002/mame.202300042","title":"A Versatile Method to Create Perfusable, Capillary‐Scale Channels in Cell‐Laden Hydrogels Using Melt Electrowriting","year":2023,"lang":"en","type":"article","venue":"Macromolecular Materials and Engineering","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"RMIT University; Ontario Ministry of Natural Resources and Forestry; Australian National Fabrication Facility","keywords":"Self-healing hydrogels; Materials science; Gelatin; Microfluidics; Capillary action; Biomedical engineering; Nanotechnology; Composite material; Chemistry; Polymer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009913582,0.0002722119,0.0003844522,0.0004529089,0.00006436937,0.0001855278,0.0002053353,0.0001442051,0.00008683801],"category_scores_gemma":[0.00008621848,0.0003088255,0.0000425021,0.0008057678,0.00001581635,0.00008525359,0.0002223052,0.0001759543,0.00004760774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078832,"about_ca_system_score_gemma":0.00001603425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001513165,"about_ca_topic_score_gemma":0.000002399426,"domain_scores_codex":[0.9980141,0.00006303749,0.0003608922,0.0003566022,0.0002930627,0.0009123103],"domain_scores_gemma":[0.9994136,0.00008704751,0.0000189422,0.0002174289,0.00002385103,0.0002391286],"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":[0.000005032275,0.000004933256,0.00002507624,0.0003636496,0.00001748445,0.0001313525,0.0003028832,0.09163941,0.9066436,0.00001489608,0.00003685429,0.0008147937],"study_design_scores_gemma":[0.0002419212,0.00002555638,0.0001382946,0.0001558985,0.000009037103,0.00002681917,0.00004670123,0.2088312,0.7892904,0.000026935,0.0009176251,0.0002895953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786251,0.0002085921,0.01995398,0.00005067768,0.0002541441,0.000279961,0.00001385845,0.0004224031,0.0001912566],"genre_scores_gemma":[0.9820383,0.0001109274,0.01746525,0.00002270259,0.0001311783,0.00005621197,0.00001654863,0.0001214593,0.00003740618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1173532,"threshold_uncertainty_score":0.9999364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060351313991111,"score_gpt":0.2538228789563866,"score_spread":0.2432193658164755,"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."}}