{"id":"W4407263728","doi":"10.1016/j.xpro.2025.103628","title":"Protocol to study chloride regulation in cultured mouse cortical neurons using electrophysiology","year":2025,"lang":"en","type":"article","venue":"STAR Protocols","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Toronto","keywords":"Electrophysiology; Cortical neurons; Neuroscience; Chemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003763467,0.0002283602,0.0003002629,0.0004119393,0.0003672619,0.00009065958,0.0006386996,0.0000729286,0.00006980576],"category_scores_gemma":[0.001058463,0.0001983848,0.00005034055,0.001894232,0.0001823768,0.0002209939,0.0003429903,0.0006183088,0.00004740352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121724,"about_ca_system_score_gemma":0.000257297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001629666,"about_ca_topic_score_gemma":0.00001092734,"domain_scores_codex":[0.9962578,0.00114542,0.0004594976,0.0009915023,0.0004024903,0.0007432566],"domain_scores_gemma":[0.9990484,0.0002003632,0.00007720043,0.0004647891,0.00006758861,0.0001416183],"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":[0.001737726,0.0009672809,0.001262775,0.00002651207,0.000001746748,0.0001127189,0.0001111212,0.0002030155,0.9950337,0.0002602757,0.00009547283,0.0001875987],"study_design_scores_gemma":[0.002157453,0.001687097,0.008707641,0.00001935601,0.000003835544,0.000006617355,0.00002204509,0.001631398,0.9838428,0.0002585849,0.001501097,0.0001620797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5458885,3.549252e-8,0.00006844407,0.0001570027,0.00003559761,0.4537087,0.000002466062,0.00005776327,0.00008151682],"genre_scores_gemma":[0.3760093,7.741627e-8,0.00005734535,0.001078808,0.0000271995,0.6224088,1.162265e-7,0.0000151904,0.00040318],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1698792,"threshold_uncertainty_score":0.8089896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056070235781098,"score_gpt":0.467497803585711,"score_spread":0.3618907800076012,"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."}}