{"id":"W4307738791","doi":"10.1101/2022.10.28.514235","title":"Biological Sex Influences the Contribution of Sign-Tracking and Anxiety-Like Behaviour toward Remifentanil Self-Administration","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neurotransmitter Receptor Influence on Behavior","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Providence Health Care; University of Alberta; McGill University","funders":"","keywords":"Psychology; Self-administration; Addiction; Impulsivity; Anxiety; Novelty seeking; Clinical psychology; Cooperativeness; Remifentanil; Heroin; Opioid; Developmental psychology; Personality; Big Five personality traits; Drug; Social psychology; Temperament; Pharmacology; Medicine; Psychiatry; Internal medicine; Propofol","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":[0.0001968857,0.0001675434,0.0001548469,0.0002731796,0.0001094702,0.0003334628,0.00009057435,0.000144822,0.002713932],"category_scores_gemma":[0.0007934746,0.0001189952,0.0001402673,0.00009571162,0.0001875431,0.0001320266,0.0001630261,0.000279658,0.000199783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000922081,"about_ca_system_score_gemma":0.00009661826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004130295,"about_ca_topic_score_gemma":0.0005773577,"domain_scores_codex":[0.999867,0.00003619938,0.000007645425,0.00002723299,0.00003733359,0.00002461146],"domain_scores_gemma":[0.9992225,0.0001906903,0.0003216845,0.00005666627,0.00004610724,0.0001622863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004163604,0.0005501558,0.527321,0.00006064311,0.0001498967,0.000478392,0.0002488832,0.0001393937,0.4469088,0.000217033,0.0002346565,0.01952766],"study_design_scores_gemma":[0.000009763638,0.0008335322,0.9879924,0.00000548049,0.00002557043,0.000410404,0.00009354639,0.0003766522,0.009953258,0.00005931219,0.0002326559,0.000007467403],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992101,0.0001663947,0.0001460823,0.00002835183,0.000005882694,0.000003927863,0.00007183647,0.000004428826,0.0003630063],"genre_scores_gemma":[0.9993551,0.00006919082,0.00009525014,0.00001616371,0.000003178103,0.000003820462,0.00004701282,0.000004343422,0.0004058312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002713932,"threshold_uncertainty_score":0.009078979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408872304395941,"score_gpt":0.2702547000145824,"score_spread":0.236165976970623,"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."}}