{"id":"W2783117720","doi":"10.1111/adb.12592","title":"Validation of a behavioral economic purchase task for assessing drug abuse liability","year":2018,"lang":"en","type":"article","venue":"Addiction Biology","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Abuse liability; Drug; Placebo; Amphetamine; Liability; Psychology; Stimulant; Behavioral economics; Task (project management); Substance abuse; Medicine; Psychiatry; Business; Economics; Neuroscience; Microeconomics; Alternative medicine","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":[0.001451496,0.0003981396,0.0002829368,0.0003025445,0.0002866116,0.0003270466,0.0003149354,0.0005501629,0.001874291],"category_scores_gemma":[0.003694121,0.0002936524,0.0002189808,0.0001123652,0.0002777149,0.000351856,0.0003725073,0.0006493946,0.0003198335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416617,"about_ca_system_score_gemma":0.0002861764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006840335,"about_ca_topic_score_gemma":0.001584741,"domain_scores_codex":[0.9992193,0.0003385209,0.00005881595,0.0001070351,0.0002361049,0.00004025089],"domain_scores_gemma":[0.9980173,0.0007923394,0.000483002,0.0002674464,0.0002541524,0.0001857681],"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":[0.0163755,0.02285671,0.1162579,0.0002852965,0.0002461707,0.0001434564,0.0007560531,0.001522456,0.785249,0.001275247,0.0008713412,0.05416077],"study_design_scores_gemma":[0.0009768262,0.04457431,0.8155438,0.00005149468,0.0001288318,0.0005454898,0.000332751,0.01977139,0.1147306,0.001045185,0.002190253,0.0001090095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926651,0.00003401681,0.005894212,0.00003416587,0.00001430285,0.0002512902,0.0002169772,0.00001596551,0.0008739547],"genre_scores_gemma":[0.983858,0.00007899002,0.01369999,0.00008962913,0.00001432265,0.0007031144,0.000394364,0.00001725038,0.001144217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001874291,"threshold_uncertainty_score":0.007676303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263376314551584,"score_gpt":0.4186765065737661,"score_spread":0.2923388751186077,"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."}}