{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001197927,0.0007115324,0.000245293,0.0006524766,0.0005766266,0.0008680096,0.000419729,0.0007725985,0.05484856],"category_scores_gemma":[0.0002007345,0.0001642431,0.0002183532,0.0008145397,0.0002562001,0.0006021182,0.0006651161,0.0005032768,0.01998893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000613487,"about_ca_system_score_gemma":0.0003617471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039092,"about_ca_topic_score_gemma":0.00270926,"domain_scores_codex":[0.9998997,0.000006770703,0.000004097922,0.00001391889,0.00006248208,0.00001305225],"domain_scores_gemma":[0.9999521,0.000009365354,0.000005728765,0.000008978873,0.00001676012,0.000007014473],"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":[0.00008296112,0.00007757889,0.000280785,0.002177856,0.00001821762,0.0007635109,0.0001300383,0.002311198,0.214152,0.06861387,0.3927468,0.3186451],"study_design_scores_gemma":[0.000007401659,0.00003423221,0.0003360624,0.0001173871,0.000005659057,0.0004329608,0.00003381893,0.003194868,0.1011694,0.006086044,0.8885615,0.00002067902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02043212,0.02156774,0.03045566,0.004079884,0.003346176,0.0002149266,0.004521555,0.00313114,0.9122508],"genre_scores_gemma":[0.2361483,0.03941192,0.05571262,0.00340621,0.001235303,0.0006767784,0.006908546,0.001417074,0.6550832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05484856,"threshold_uncertainty_score":0.1834867,"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."}}