{"id":"W3202386155","doi":"10.3791/62593","title":"Handling Techniques to Reduce Stress in Mice","year":2021,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Novelty; Anxiety; Habituation; Corticosterone; Animal testing; Stress (linguistics); Fight-or-flight response; Reliability (semiconductor); Animal model; Psychology; Computer science; Medicine; Neuroscience; Biology; Social psychology; Psychiatry; Endocrinology","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":[0.0002716017,0.0001192481,0.0002776844,0.0001582379,0.00004196094,0.00005242846,0.000181349,0.00004178794,0.00009763537],"category_scores_gemma":[0.0002654334,0.0001094231,0.00008155622,0.0001938261,0.00001615217,0.0001639004,0.00009386421,0.0001743043,0.00001233674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008866384,"about_ca_system_score_gemma":0.00006432941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003269039,"about_ca_topic_score_gemma":0.000001207429,"domain_scores_codex":[0.9987664,0.0001477055,0.000485476,0.0001562414,0.0002585532,0.0001855786],"domain_scores_gemma":[0.9993153,0.00007750453,0.0002359669,0.00009485195,0.0001722609,0.0001041306],"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":[0.0005660203,0.0004016391,0.001221602,0.00001277469,0.0000342079,0.001031506,0.001993398,0.000003156106,0.9923879,0.00004774685,0.000317221,0.00198285],"study_design_scores_gemma":[0.0007167991,0.0007913164,0.0009212308,0.0007625708,0.000006806175,0.0003048895,0.001684919,0.00002775314,0.9931141,0.00007580187,0.00146705,0.0001268084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964566,0.0008495289,0.0006415868,0.0001067737,0.0002020371,0.00006447323,0.000002950369,0.00002561937,0.001650472],"genre_scores_gemma":[0.9715229,0.00004210512,0.02771021,0.0001762904,0.000234626,0.000005530326,0.000001011684,0.00001993365,0.000287372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02706863,"threshold_uncertainty_score":0.4462146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.182138056914018,"score_gpt":0.5472789750825912,"score_spread":0.3651409181685731,"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."}}