{"id":"W3092398049","doi":"10.1038/s41598-020-73797-4","title":"OSERR: an open-source standalone electrophysiology recording system for rodents","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Computer science; Limiting; Telemetry; Open source; Electrophysiology; Software; Neurophysiology; Neuroscience; Electroencephalography; Computer hardware; Biology; Telecommunications","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":[0.0008536393,0.001183728,0.0009825269,0.001100861,0.0002822657,0.0005054291,0.002169694,0.0007213964,0.01081672],"category_scores_gemma":[0.0008685758,0.0004342042,0.0006881331,0.0003668761,0.000363897,0.0008927457,0.001168559,0.001071903,0.004823515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002282236,"about_ca_system_score_gemma":0.0005609457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003403114,"about_ca_topic_score_gemma":0.0007082897,"domain_scores_codex":[0.9994003,0.0000474175,0.00006605618,0.0001606454,0.0002725458,0.00005306503],"domain_scores_gemma":[0.9993081,0.0001082063,0.0001504504,0.0001344783,0.0001846327,0.0001141326],"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":[0.0009247044,0.0002377361,0.002433251,0.001029305,0.000162222,0.0007803023,0.0002720106,0.001075487,0.7925856,0.002295107,0.02578744,0.1724168],"study_design_scores_gemma":[0.0006404753,0.002742233,0.0201418,0.0004641009,0.0005857546,0.00510972,0.00009527036,0.03677658,0.6108922,0.002814468,0.3192814,0.0004561231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05093039,0.0011519,0.8355874,0.0002660489,0.0005101604,0.001402383,0.007024088,0.09411579,0.009011752],"genre_scores_gemma":[0.2044776,0.002578003,0.7331361,0.001174515,0.0003344276,0.006959237,0.01421065,0.009393223,0.02773634],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01081672,"threshold_uncertainty_score":0.03618556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04502253507000823,"score_gpt":0.2794373033001827,"score_spread":0.2344147682301745,"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."}}