{"id":"W3122838261","doi":"10.1002/admt.202000909","title":"Mechanically Matched Silicone Brain Implants Reduce Brain Foreign Body Response","year":2021,"lang":"en","type":"article","venue":"Advanced Materials Technologies","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill Genome Centre; Montreal Neurological Institute and Hospital","funders":"Polytechnique Montréal; CMC Microsystems; McGill University; California HIV/AIDS Research Program","keywords":"Silicone; Materials science; Brain implant; Implant; Biomedical engineering; Polydimethylsiloxane; Microfabrication; Silicon; Surgery; Composite material; Medicine; Optoelectronics; Pathology; Fabrication","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001255561,0.0004179534,0.0001602146,0.0002605275,0.0000760211,0.0002367567,0.0001814022,0.0002875318,0.001611443],"category_scores_gemma":[0.0003255932,0.0001287569,0.0001447548,0.00008605849,0.0001965725,0.0002971171,0.0002374414,0.0002820002,0.000293046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900712,"about_ca_system_score_gemma":0.0002056008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003057066,"about_ca_topic_score_gemma":0.0005355551,"domain_scores_codex":[0.9999013,0.00000886025,0.000008707492,0.00001432651,0.00004554583,0.00002128454],"domain_scores_gemma":[0.999815,0.00003725454,0.00009072545,0.00001460157,0.00002470603,0.00001770641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004377275,0.00001399659,0.0000877639,0.00002850336,0.00000247462,0.00001668511,0.000006354831,0.00008818221,0.9979861,0.00004591643,0.00002745718,0.001652752],"study_design_scores_gemma":[0.000005766971,0.0004608127,0.002269991,0.000007493367,0.000008945069,0.000118002,0.0000257976,0.0005276816,0.9952416,0.00005069152,0.001279351,0.000003842935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907213,0.001921077,0.005676638,0.0000911625,0.00008062375,0.0000288772,0.0001115226,0.0001000295,0.001268828],"genre_scores_gemma":[0.9907817,0.0009270153,0.005441359,0.00007499652,0.00001786093,0.00003223906,0.0001196949,0.00003109152,0.002573961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001611443,"threshold_uncertainty_score":0.005390823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505438176644368,"score_gpt":0.2904389458180732,"score_spread":0.2653845640516295,"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."}}