{"id":"W4303492040","doi":"10.1007/s11517-022-02664-3","title":"Nanotechnology and quantum science enabled advances in neurological medical applications: diagnostics and treatments","year":2022,"lang":"en","type":"review","venue":"Medical & Biological Engineering & Computing","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Nanosensor; Nanotechnology; Nanofiber; Nanomaterials; Quantum dot; Materials science; Nanobiotechnology; Applications of nanotechnology; Nanomedicine; Nanoparticle","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":[0.0007953547,0.0008724856,0.00125094,0.002189769,0.000263603,0.001297223,0.0008581783,0.001312376,0.004852823],"category_scores_gemma":[0.0009864968,0.0002535156,0.0004245061,0.002169203,0.0006627931,0.001813428,0.0009924023,0.001943835,0.002531861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006983398,"about_ca_system_score_gemma":0.001292964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049884,"about_ca_topic_score_gemma":0.002262159,"domain_scores_codex":[0.999778,0.00003421953,0.00002220626,0.00003772825,0.0001028543,0.00002503211],"domain_scores_gemma":[0.9995615,0.0002486533,0.00004401873,0.00001548933,0.000103163,0.00002714089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005439916,0.00008191092,0.0001225184,0.01235279,0.00006229351,0.0001272277,0.00004760657,0.0003506452,0.002533379,0.01503502,0.03424551,0.9349867],"study_design_scores_gemma":[0.00001117912,0.00007201346,0.0004461997,0.002575909,0.00005377283,0.000572169,0.0000388449,0.0001160635,0.0006697644,0.004362786,0.991064,0.00001722657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001003895,0.9970819,0.0002304864,0.0003348117,0.0002935806,0.000005421667,0.00002403925,0.000009025445,0.001920242],"genre_scores_gemma":[0.0006155666,0.9977936,0.0002594781,0.0002725429,0.0002300378,0.000006472706,0.00002669631,0.000002022408,0.0007937014],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004852823,"threshold_uncertainty_score":0.01623434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04495837519240275,"score_gpt":0.3280911870980796,"score_spread":0.2831328119056768,"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."}}