{"id":"W4408729809","doi":"10.1016/j.xpro.2025.103704","title":"Protocol for labeling and manipulating “home”-activated neurons in mice","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":"Hospital for Sick Children","funders":"Ministry of Science and Technology of the People's Republic of China; National Natural Science Foundation of China","keywords":"Protocol (science); Neuroscience; Computer science; Medicine; Biology; Pathology","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":[0.0003953771,0.000178629,0.0002095703,0.0002946063,0.000337413,0.0001287462,0.0003682386,0.00006328914,0.00002126938],"category_scores_gemma":[0.0008778154,0.00016438,0.00003509991,0.000859558,0.000185747,0.0002779209,0.0002310365,0.0003699032,0.000005771794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003685705,"about_ca_system_score_gemma":0.0001563238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006934432,"about_ca_topic_score_gemma":0.000005907239,"domain_scores_codex":[0.9978747,0.0002877864,0.0003349039,0.000728964,0.0002037622,0.0005699078],"domain_scores_gemma":[0.9989788,0.0006197311,0.00008371993,0.0001945999,0.00004391495,0.00007921173],"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":[0.0004967049,0.0001323357,0.001881318,0.0002725032,8.408636e-7,0.00003249421,0.00003283379,0.00001807681,0.9951098,0.0005451278,0.0001745691,0.001303411],"study_design_scores_gemma":[0.00327987,0.0003503269,0.001451671,0.0001570499,0.000001764342,0.000007467292,0.00001252872,0.002682952,0.9797772,0.0009616201,0.01116375,0.0001538344],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1984147,2.956025e-7,0.00004593583,0.0004943776,0.00004235181,0.8004158,0.000008304921,0.00008329478,0.0004949411],"genre_scores_gemma":[0.06245415,3.378046e-7,0.000184087,0.001178223,0.0000206856,0.9355958,1.445906e-7,0.00002073059,0.0005458934],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1359605,"threshold_uncertainty_score":0.6703223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1731624074380509,"score_gpt":0.4746294269910363,"score_spread":0.3014670195529855,"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."}}