{"id":"W3207476049","doi":"10.1002/9783527823963.ch3","title":"<scp>2D</scp> Nanomaterials for Biomedical Applications","year":2021,"lang":"en","type":"other","venue":"","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Nanotechnology; Nanomaterials; Photothermal therapy; Materials science; Biocompatibility; Graphene; Drug delivery; Biosensor; Regenerative medicine; Biomedicine; Exfoliation joint; Chemistry; Bioinformatics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007446489,0.0002839843,0.0004135872,0.00021348,0.00004805958,0.00006685744,0.0002551664,0.0004434717,0.00258412],"category_scores_gemma":[0.0000143698,0.0002754107,0.0001272251,0.0002350048,0.00004744974,0.00001415038,0.00003806292,0.00004437283,0.0002497396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002141915,"about_ca_system_score_gemma":0.00004106611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001652223,"about_ca_topic_score_gemma":0.00001851668,"domain_scores_codex":[0.9989216,0.0000112837,0.0003267866,0.0003210584,0.000111557,0.0003077328],"domain_scores_gemma":[0.9991798,0.00008817789,0.00006490113,0.0005138136,0.00002836375,0.0001249229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[1.339248e-7,0.00003205116,0.000001073395,0.0003852812,0.0001023192,5.259203e-7,0.00000773202,0.000001314488,0.05288843,0.004948515,0.9411309,0.0005017055],"study_design_scores_gemma":[0.0001734959,0.000008386466,0.000004363395,0.00004305385,0.00005107828,0.000004401373,0.00001418588,0.000032982,0.01554872,0.0004246363,0.983584,0.0001107335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001669606,0.004346216,0.1154863,0.00003239619,0.001301862,0.002363562,0.001660277,0.002605831,0.8720366],"genre_scores_gemma":[0.0006877838,0.002539442,0.04386076,0.0001335535,0.003355192,0.01343973,0.006463314,0.001686042,0.9278342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07162555,"threshold_uncertainty_score":0.9999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031889344629729,"score_gpt":0.2320471785641616,"score_spread":0.2217282851178643,"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."}}