{"id":"W4399829967","doi":"10.7554/elife.98522","title":"An adaptable, reusable, and light implant for chronic Neuropixels probes","year":2024,"lang":"en","type":"article","venue":"eLife","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"Biotechnology and Biological Sciences Research Council; Medical Research Council; Directorate for Biological Sciences; National Institutes of Health; National Institute of Neurological Disorders and Stroke; Great Ormond Street Hospital Charity; European Commission; Simons Initiative for the Developing Brain; UK Research and Innovation; Wellcome Trust; Josiah Macy Jr. Foundation; European Molecular Biology Organization; Gatsby Charitable Foundation; National Institute of Health Sciences; GlaxoSmithKline; Whitehall Foundation; Simons Foundation","keywords":"Implant; Materials science; Computer science; Nanotechnology; Biomedical engineering; Engineering; Medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0001894002,0.0001202962,0.0001141514,0.00009662255,0.0001555619,0.0002771199,0.0002591791,0.00004871607,0.00006829322],"category_scores_gemma":[0.0001574119,0.00009752749,0.00003583672,0.0002089222,0.00006152298,0.0001828348,0.00008253645,0.0001414834,0.00006006252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000356475,"about_ca_system_score_gemma":0.0001538138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001057285,"about_ca_topic_score_gemma":0.00001572524,"domain_scores_codex":[0.9986387,0.00006071781,0.0001383798,0.0004849457,0.0002822616,0.0003949678],"domain_scores_gemma":[0.9993553,0.0001697382,0.00001381284,0.0002522325,0.00003160091,0.0001773335],"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":[0.00002388697,0.00002655158,0.00004572147,0.0001107696,0.000003072859,0.00002406492,0.0001132105,0.00001784343,0.986607,0.001923454,0.007040054,0.004064396],"study_design_scores_gemma":[0.0001319389,0.0003909529,0.000112643,0.00002546009,0.00000439653,0.00003816951,0.000005450482,0.01229877,0.7196532,0.0002024224,0.2670328,0.0001038231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889909,0.003689562,0.0008743327,0.0008845069,0.001152475,0.001078944,0.0001958711,0.0002824618,0.00285096],"genre_scores_gemma":[0.9959978,0.001196875,0.0002483448,0.0002840422,0.0004146933,0.000108986,0.000004971733,0.00003890465,0.001705414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2669538,"threshold_uncertainty_score":0.3977056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04557311297478567,"score_gpt":0.3501359523428163,"score_spread":0.3045628393680306,"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."}}