{"id":"W2970940631","doi":"10.1039/c9tb00902g","title":"Shape memory histocompatible and biodegradable sponges for subcutaneous defect filling and repair: greatly reducing surgical incision","year":2019,"lang":"en","type":"article","venue":"Journal of Materials Chemistry B","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon Medical Imaging; Agriculture and Agri-Food Canada","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Materials science; Biocompatibility; Pressing; Biomedical engineering; Composite material; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050697,0.0001358098,0.0004945989,0.00003871267,0.0000684679,0.00003543476,0.00003502001,0.0001073285,0.0001808389],"category_scores_gemma":[0.00007349077,0.00009977058,0.0001039738,0.00002893526,0.00003008546,0.00005374297,0.00002132955,0.00008795469,0.000002084578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008518423,"about_ca_system_score_gemma":0.00007207292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000288659,"about_ca_topic_score_gemma":2.666915e-7,"domain_scores_codex":[0.9990655,0.00002171925,0.0004109895,0.0001769156,0.0001611922,0.0001637012],"domain_scores_gemma":[0.999215,0.0001669981,0.000255457,0.0001253762,0.0001022801,0.0001348769],"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":[0.004401864,0.0001535922,0.00474157,0.002169059,0.0002247097,0.0006272236,0.0001819146,0.00001126985,0.9857379,0.000002645914,0.0003611673,0.001387092],"study_design_scores_gemma":[0.008096457,0.001739503,0.001738904,0.002185831,0.0006575721,0.0294324,0.0001792058,0.0003564183,0.9509506,0.0001101308,0.004252548,0.0003004999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970011,0.002161263,0.000001379469,0.0001328871,0.000200926,0.0002090673,0.00001595233,0.00002201425,0.0002554236],"genre_scores_gemma":[0.9954571,0.0002927565,0.00313278,0.00001570388,0.0003354331,0.00000356485,0.00001316514,0.00001844056,0.0007311145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03478736,"threshold_uncertainty_score":0.4068526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735765184182133,"score_gpt":0.2718103633032569,"score_spread":0.2544527114614356,"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."}}