{"id":"W4399805025","doi":"10.7554/elife.98522.1","title":"An adaptable, reusable, and light implant for chronic Neuropixels probes","year":2024,"lang":"en","type":"preprint","venue":"eLife","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Implant; Computer science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003354084,0.0003432353,0.0003501115,0.0002048821,0.0001859876,0.0005165105,0.0007782488,0.0002438434,0.00006331366],"category_scores_gemma":[0.0003037749,0.0002967122,0.0001079201,0.0001717967,0.0001125607,0.00006787923,0.001463102,0.0008141798,0.00008183495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027268,"about_ca_system_score_gemma":0.0005663194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003874461,"about_ca_topic_score_gemma":0.00004076546,"domain_scores_codex":[0.9970925,0.0001391986,0.000319749,0.001251942,0.0005535046,0.0006430784],"domain_scores_gemma":[0.9985768,0.0001773781,0.00007589038,0.0007704026,0.00008870065,0.0003108342],"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":[0.00007611303,0.00008548956,0.00004358141,0.001160323,0.00001774194,0.00005535088,0.0002518568,0.0002510854,0.9788518,0.001439246,0.01452673,0.003240711],"study_design_scores_gemma":[0.0002399628,0.0004661926,0.00008279292,0.0001672271,0.00002723604,0.00004282931,0.000007681,0.01366311,0.8577042,0.002981316,0.1242468,0.000370638],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769561,0.007136603,0.000363439,0.001267528,0.004118872,0.003675495,0.00146295,0.0004285478,0.004590445],"genre_scores_gemma":[0.9890413,0.004568824,0.0006523682,0.0004300977,0.001336399,0.0006893323,0.00004514986,0.0001454161,0.00309111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1211476,"threshold_uncertainty_score":0.9999485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06062582941281137,"score_gpt":0.3599621267826975,"score_spread":0.2993362973698861,"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."}}