{"id":"W4293152177","doi":"10.2139/ssrn.4185763","title":"Injectable and Ultra-Compressible Shape-Memory Mushroom: Highly Aligned Microtubules for Ultra-Fast Blood Absorption and Hemostasis","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; RTDS Technologies (Canada)","funders":"","keywords":"Hemostasis; Microtubule; Mushroom; Materials science; Absorption (acoustics); Nanotechnology; Medicine; Chemistry; Biology; Cell biology; Composite material; Internal medicine; Food science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006458906,0.0001712801,0.0001091381,0.0001316517,0.0001231737,0.0002260646,0.0001869333,0.0002644538,0.001015913],"category_scores_gemma":[0.00008383256,0.00007632203,0.0000794139,0.0001204416,0.0001527531,0.000432528,0.0002256075,0.0003023795,0.000213381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647851,"about_ca_system_score_gemma":0.0001250042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002366964,"about_ca_topic_score_gemma":0.0007859183,"domain_scores_codex":[0.9999763,0.000001849014,0.000001451665,0.000006381669,0.0000071755,0.000006938628],"domain_scores_gemma":[0.9999474,0.000007064744,0.00001768918,0.000004382915,0.00000739121,0.00001609144],"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":[0.00007314792,0.00002221243,0.00008322067,0.0000532131,0.000004361766,0.00005286232,0.00001798855,0.0001871396,0.9907737,0.0006046254,0.0003917404,0.007735773],"study_design_scores_gemma":[0.00002744693,0.0002572934,0.001091904,0.00000689405,0.00001028775,0.0001065121,0.00002537177,0.0030928,0.9902061,0.0002445777,0.004914492,0.00001624441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648525,0.004982237,0.02445042,0.0005126171,0.0002299419,0.0000561489,0.0004444581,0.0004278198,0.004043826],"genre_scores_gemma":[0.9859055,0.001003835,0.008852853,0.0001056623,0.00004151143,0.0000309481,0.0001127998,0.00002678434,0.003920031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001015913,"threshold_uncertainty_score":0.003398538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006705238800178379,"score_gpt":0.2294863957957452,"score_spread":0.2227811569955668,"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."}}