{"id":"W4413995107","doi":"10.1002/adhm.202502422","title":"Guides for Developing Hundreds of Novel Chiral MXenes and MBenes Nanosheets/Quantum Dots for Next‐Generation Chiral Engineered Biomaterials Applications","year":2025,"lang":"en","type":"article","venue":"Advanced Healthcare Materials","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Deutsche Forschungsgemeinschaft; Drexel University","keywords":"MXenes; Nanotechnology; Chirality (physics); Materials science; Biocompatibility; Rational design; Nanomedicine; Nanomaterials; Nanoparticle; Physics; Chiral symmetry breaking; Symmetry breaking","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009516147,0.0004154974,0.001044012,0.0002642302,0.0004505044,0.0002450363,0.0003231831,0.0002379674,0.00003329059],"category_scores_gemma":[0.0002554102,0.0003998986,0.00008988017,0.0002174124,0.000142562,0.0004798858,0.0001418525,0.00002071984,0.000002930419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009101873,"about_ca_system_score_gemma":0.000295617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001405817,"about_ca_topic_score_gemma":0.00004312281,"domain_scores_codex":[0.9968415,0.00009967993,0.001507608,0.000734373,0.0001779808,0.0006387843],"domain_scores_gemma":[0.9981114,0.0002060657,0.0005857153,0.0004741304,0.0005213192,0.0001013721],"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":[0.0003288093,0.00005477507,0.000002828815,0.002377275,0.00002579926,1.853938e-7,0.0001131837,0.00004042976,0.8962544,0.09870628,0.0001344886,0.001961544],"study_design_scores_gemma":[0.001708293,0.0001997087,0.0000712265,0.0003021246,0.00005735671,0.00000501872,0.0001062865,0.00009286912,0.9800574,0.01020295,0.006817097,0.0003796536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9121403,0.0009373883,0.07618458,0.001203725,0.003195676,0.003845436,0.002292432,0.0001853055,0.0000151626],"genre_scores_gemma":[0.8991548,0.0002952073,0.09472229,0.0004916431,0.0006014755,0.003744972,0.0007515705,0.00006569597,0.0001723753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08850333,"threshold_uncertainty_score":0.9998453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08483313074194301,"score_gpt":0.3671638877395646,"score_spread":0.2823307569976216,"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."}}