{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001136499,0.0005836079,0.001333479,0.0005284313,0.0003710694,0.00007480042,0.001354754,0.0005685966,0.0001013617],"category_scores_gemma":[0.01520676,0.0004166424,0.0001125557,0.001931211,0.001270986,0.0001518123,0.001933067,0.002058398,0.00001039171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007572435,"about_ca_system_score_gemma":0.000199842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003037926,"about_ca_topic_score_gemma":3.253501e-7,"domain_scores_codex":[0.9951722,0.0002068938,0.0008660682,0.001702371,0.001029508,0.001022971],"domain_scores_gemma":[0.9937133,0.005179918,0.0001792156,0.0003307879,0.00001044739,0.0005863885],"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":[0.000003194988,0.0001149811,0.0001471989,0.000782348,0.000002677847,0.0006212802,0.000009465089,0.00006269685,0.0000968934,0.003735954,0.000001378312,0.994422],"study_design_scores_gemma":[0.0005542692,0.0006177683,0.0002497558,0.00197917,0.0000479854,0.002483345,0.000007569741,0.07893591,0.00005346203,0.0002155561,0.913871,0.0009842137],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01554781,0.9809883,0.001362762,0.0001383082,0.0005613383,0.0009171718,0.00000956126,0.0004252483,0.00004953206],"genre_scores_gemma":[0.01623074,0.9828963,0.0001461404,0.0003472438,0.0001075325,0.0002309866,0.000004618439,0.00003336552,0.000003069454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9934377,"threshold_uncertainty_score":0.9998285,"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."}}