{"id":"W3101525350","doi":"10.1101/2020.03.09.981563","title":"Risk-based Decision Making in Rats: Modulation by Sex and Amphetamine","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Amphetamine; Dopaminergic; Dopamine; Testosterone (patch); Endocrinology; Internal medicine; Psychology; Hormone; Gonadal hormones; Impulsivity; Testosterone propionate; Physiology; Medicine; Developmental psychology; Androgen; Castration","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":[0.0001266786,0.0005254373,0.0004031438,0.0003874307,0.0001886576,0.0003145684,0.0002486328,0.0003057378,0.00200841],"category_scores_gemma":[0.0002394228,0.0003279746,0.0002945199,0.0001357707,0.0005103671,0.0002347156,0.0002849642,0.001229853,0.0002576974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379788,"about_ca_system_score_gemma":0.0003468258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336583,"about_ca_topic_score_gemma":0.002239469,"domain_scores_codex":[0.9998461,0.00001862475,0.00001189935,0.00004072864,0.00004298705,0.00003962914],"domain_scores_gemma":[0.9996588,0.00002712661,0.0001119493,0.00004398336,0.00002656218,0.0001316239],"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":[0.005272364,0.001054706,0.00499419,0.00008357029,0.00003993215,0.0002009187,0.0001317386,0.0001826248,0.9788116,0.0001772317,0.0001140992,0.008937151],"study_design_scores_gemma":[0.0005974298,0.02066319,0.1273841,0.00004753893,0.0001737155,0.0008480249,0.000547696,0.004083543,0.8410851,0.0009436522,0.003535564,0.00009057121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988974,0.0001663868,0.0003615755,0.00007394008,0.00001688332,0.00001129252,0.0001901186,0.00002191931,0.00026042],"genre_scores_gemma":[0.9937472,0.0006476413,0.001839761,0.00008711445,0.0000176892,0.000108562,0.0002793957,0.00002427759,0.003248326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00200841,"threshold_uncertainty_score":0.006718814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090877263124305,"score_gpt":0.251388817933922,"score_spread":0.2304800453026789,"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."}}