{"id":"W4414023659","doi":"10.1101/2025.09.04.674307","title":"Transient Early Postnatal Neuronal Hyperexcitation Results in Lasting Social Preference Deficits","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Neurological Institute and Hospital","funders":"","keywords":"Transient (computer programming); Preference; Psychology; Neuroscience; Computer science; Economics; Microeconomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001089245,0.0003853155,0.0002694283,0.00028398,0.0001181589,0.000258139,0.0002296348,0.0003406421,0.001923391],"category_scores_gemma":[0.0001301925,0.0001335274,0.0002306408,0.0001094165,0.0004656033,0.0001801666,0.0003339493,0.001040185,0.0003073827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003112858,"about_ca_system_score_gemma":0.0001883496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006885027,"about_ca_topic_score_gemma":0.001720071,"domain_scores_codex":[0.9998218,0.0000164881,0.00001658958,0.00004123737,0.00004794955,0.00005599625],"domain_scores_gemma":[0.999703,0.00004893032,0.000109653,0.00002886495,0.00001604418,0.00009349641],"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":[0.0001865894,0.00004911967,0.0003359611,0.00002531099,0.000006114853,0.0001438172,0.00001954367,0.00003164707,0.9978389,0.00007460648,0.00005918723,0.001229213],"study_design_scores_gemma":[0.00002330752,0.0008016213,0.01936511,0.00001741731,0.00001738668,0.00039242,0.0001136937,0.000503295,0.9776814,0.0001020579,0.0009752874,0.000007098575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965147,0.0004827415,0.0009037913,0.0001158018,0.00003665553,0.00001502396,0.000449894,0.0001014043,0.001379883],"genre_scores_gemma":[0.9944502,0.0003706038,0.0008910738,0.000111461,0.00001028585,0.00004048713,0.0003005451,0.00005028614,0.003775081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001923391,"threshold_uncertainty_score":0.006434381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04567820901958283,"score_gpt":0.2837656621123092,"score_spread":0.2380874530927264,"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."}}