{"id":"W4302363634","doi":"10.1016/j.cobme.2022.100420","title":"Brainy biomaterials: Latest advances in smart biomaterials to develop the next generation of neural interfaces","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Biomedical Engineering","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Neuroscience; Brain implant; Neuromodulation; Computer science; Nanotechnology; Biology; Materials science; Central nervous system","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":[0.001056785,0.0009089711,0.001086135,0.001487501,0.0002137514,0.00156801,0.0008613458,0.001713237,0.00321844],"category_scores_gemma":[0.001000797,0.0002755065,0.0004105903,0.001418403,0.0006646871,0.002333797,0.000985795,0.00255175,0.002359592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004923128,"about_ca_system_score_gemma":0.001045889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005467263,"about_ca_topic_score_gemma":0.00130996,"domain_scores_codex":[0.9997459,0.00002771575,0.00002637135,0.00004376138,0.0001261352,0.00003012759],"domain_scores_gemma":[0.9995583,0.0002175915,0.00004931602,0.00001283768,0.0001137046,0.00004823628],"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":[0.00006229908,0.00005390498,0.00009743743,0.008061795,0.00004284993,0.0001297108,0.0000378207,0.0002575013,0.004907358,0.008240503,0.02992596,0.9481829],"study_design_scores_gemma":[0.00001863684,0.00007362224,0.0003553367,0.00205752,0.00005780357,0.0005922948,0.00003923229,0.0001851062,0.001848908,0.003637026,0.9911125,0.00002187746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001009128,0.9974782,0.000429554,0.0005168377,0.0004323009,0.000004415554,0.00001869389,0.00001001922,0.001009107],"genre_scores_gemma":[0.0007316497,0.9971341,0.0004485021,0.0004526403,0.0003359012,0.000007232477,0.00003383937,0.000003492065,0.0008526173],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00321844,"threshold_uncertainty_score":0.01076674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3079975191508359,"score_gpt":0.4059996730876305,"score_spread":0.09800215393679457,"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."}}