{"id":"W4322719194","doi":"10.1080/10253890.2023.2186141","title":"Increasing resolution in stress neurobiology: from single cells to complex group behaviors","year":2023,"lang":"en","type":"article","venue":"Stress","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Svenska Sällskapet för Medicinsk Forskning; Karolinska Institutet; Bundesministerium für Bildung und Forschung; Montreal Neurological Institute and Hospital; European Commission","keywords":"Neuroscience; Anxiety; Psychology; Mood; Perspective (graphical); Fight-or-flight response; Mood disorders; Stress (linguistics); Preclinical research; Clinical psychology; Psychiatry; Biology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004968198,0.0001950171,0.0002257824,0.0002904872,0.0001463981,0.00008426014,0.0004098814,0.00009762659,0.0001066709],"category_scores_gemma":[0.0002638448,0.0002015279,0.00006089447,0.0008323416,0.00009661638,0.0001086278,0.0002937204,0.0001930039,0.0001704432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006495529,"about_ca_system_score_gemma":0.00001770713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002795453,"about_ca_topic_score_gemma":0.001594974,"domain_scores_codex":[0.997793,0.0004412924,0.0003093301,0.0006627445,0.0002407699,0.000552824],"domain_scores_gemma":[0.9988102,0.0005562355,0.00008299963,0.0003936842,0.00001776844,0.0001390546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002498782,0.0001412724,0.0254359,0.000007103255,0.000001362812,0.0001691269,0.0002568554,0.0007873453,0.9670759,0.00004627394,0.0002851447,0.005543776],"study_design_scores_gemma":[0.0005904324,0.0002629416,0.5148807,0.0001441183,0.00001121136,0.000006004977,0.0004204684,0.001773253,0.4800562,0.00008941913,0.001402416,0.0003627756],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972485,0.00001772221,0.00004258714,0.000194831,0.0005076549,0.0003030616,0.001147965,0.0002196727,0.0003179824],"genre_scores_gemma":[0.9991516,0.00005363408,0.0001186711,0.0002984817,0.00008863695,0.00004229901,0.0000879499,0.00003128392,0.0001274846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4894448,"threshold_uncertainty_score":0.8218068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0642306960575927,"score_gpt":0.2984238497364656,"score_spread":0.2341931536788729,"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."}}