{"id":"W4311825272","doi":"10.1002/smll.202203464","title":"Thermo‐Responsive Nanocomposite Bioink with Growth‐Factor Holding and its Application to Bone Regeneration","year":2022,"lang":"en","type":"article","venue":"Small","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"National Research Foundation of Korea; Korea Institute of Science and Technology; National Research Foundation","keywords":"Scaffold; 3D bioprinting; Materials science; Biomedical engineering; Tissue engineering; Regeneration (biology); Growth factor; Nanocomposite; Nanotechnology; Chemistry; Cell biology; Engineering","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":[0.0002037082,0.00008447992,0.00008152722,0.0001317009,0.0001325967,0.0000302434,0.0001164322,0.00002918313,0.00004378985],"category_scores_gemma":[0.00004536875,0.00008006099,0.00001187864,0.0003075971,0.0000141055,0.00003749828,0.0001227429,0.0001691113,0.00002330733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008884304,"about_ca_system_score_gemma":0.00001760929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001424399,"about_ca_topic_score_gemma":0.000008882234,"domain_scores_codex":[0.9992533,0.00004381231,0.0001010311,0.0001836982,0.000228483,0.0001897052],"domain_scores_gemma":[0.9996305,0.00007085271,0.00001606957,0.0001316372,0.00004646207,0.0001044793],"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":[0.00004475723,0.00001044674,0.0003060569,0.0000404018,0.00001560354,0.000008596618,0.0003734394,0.002050054,0.9835119,0.0007196231,0.0001146202,0.01280449],"study_design_scores_gemma":[0.0009544109,0.0005026724,0.03050249,0.00006061447,0.00001938186,0.00008997534,0.0001403304,0.1026767,0.8407072,0.0002514816,0.0234357,0.0006590353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880061,0.0002381547,0.01010416,0.0007054809,0.0000530503,0.0003897026,0.00001314308,0.0001511685,0.0003391081],"genre_scores_gemma":[0.9974578,0.0000183027,0.001980746,0.0000846328,0.00005767254,0.0001943593,0.000012849,0.00002778218,0.0001658489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1428047,"threshold_uncertainty_score":0.3264792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471653736596268,"score_gpt":0.2329838761978493,"score_spread":0.2182673388318866,"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."}}