{"id":"W2069416902","doi":"10.1016/j.jneumeth.2010.01.021","title":"Validation of an automated system for measuring anxiety-related behaviours in the elevated plus maze","year":2010,"lang":"en","type":"article","venue":"Journal of Neuroscience Methods","topic":"Neurotransmitter Receptor Influence on Behavior","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Automated method; Reliability (semiconductor); Elevated plus maze; Artificial intelligence; Simulation; Anxiety; Real-time computing; Psychology","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":[0.00309255,0.001450569,0.001165911,0.001763929,0.0005599716,0.0009928298,0.002340837,0.001664374,0.002130167],"category_scores_gemma":[0.003612581,0.0005385741,0.000490411,0.0006187417,0.0007062915,0.0006908416,0.0009956761,0.0008915424,0.001864443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004959371,"about_ca_system_score_gemma":0.001062223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002059069,"about_ca_topic_score_gemma":0.002242897,"domain_scores_codex":[0.9966281,0.00049995,0.0002244432,0.000852255,0.001614182,0.000181011],"domain_scores_gemma":[0.9964873,0.001093194,0.0003613816,0.000445586,0.001389714,0.0002229376],"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":[0.0009574797,0.0008471594,0.01124442,0.0002866886,0.0001840624,0.00009304186,0.0001462248,0.001562944,0.9249116,0.0002678751,0.001470693,0.05802782],"study_design_scores_gemma":[0.0004326762,0.004186766,0.06006144,0.0001047667,0.0005151881,0.0008844357,0.0001060095,0.07601969,0.8476292,0.0005084351,0.009356522,0.0001948211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2762807,0.0006108822,0.7056685,0.0003306384,0.0004623365,0.00175185,0.002566282,0.01092332,0.001405499],"genre_scores_gemma":[0.4745735,0.0005672377,0.509048,0.0008677694,0.000183679,0.003749479,0.004623468,0.0008361528,0.005550737],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00309255,"threshold_uncertainty_score":0.01635522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08988161862577439,"score_gpt":0.404668615340725,"score_spread":0.3147869967149506,"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."}}