{"id":"W2166790971","doi":"10.1176/appi.ajp.2010.10050748","title":"Imaging Dopamine Transmission in Cocaine Dependence: Link Between Neurochemistry and Response to Treatment","year":2011,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Neurotransmitter Receptor Influence on Behavior","field":"Neuroscience","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Center for Research Resources; National Institute on Drug Abuse","keywords":"Dopamine; Raclopride; Neurochemistry; Neuroscience; Psychology; Striatum; Cocaine dependence; Ventral striatum; Methylphenidate; Neurotransmitter; Stimulant; Addiction; Dopamine receptor D2; Neurology; Psychiatry; Attention deficit hyperactivity disorder; Central nervous system","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":[0.0006230581,0.0002167357,0.0003382202,0.0003541845,0.0001519258,0.0002080453,0.0002090594,0.0005444304,0.001056384],"category_scores_gemma":[0.00148937,0.0001513317,0.0001070845,0.0001953447,0.0002512,0.0001564722,0.0001345349,0.0005037035,0.000141263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003330669,"about_ca_system_score_gemma":0.0001588134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005921741,"about_ca_topic_score_gemma":0.001583791,"domain_scores_codex":[0.999668,0.000179972,0.00002289715,0.00003422991,0.00007157711,0.00002326465],"domain_scores_gemma":[0.9993703,0.0001399798,0.0002948389,0.00002591023,0.00007835174,0.00009060367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01449867,0.002661683,0.6625528,0.0003110754,0.0004566946,0.0005480976,0.0003173506,0.0009738638,0.2473577,0.000154806,0.0004164205,0.06975088],"study_design_scores_gemma":[0.00006681278,0.003252865,0.9820246,0.00001314858,0.00005890407,0.0004316605,0.00005938469,0.001355161,0.01245091,0.0000834776,0.0001953592,0.000007701219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997818,0.0007030551,0.0005029188,0.0001075802,0.000005389025,0.00004823393,0.00005613592,0.00001451236,0.0007442301],"genre_scores_gemma":[0.998759,0.0002872288,0.0005470673,0.0000494487,0.000009072316,0.0000259636,0.00005946438,0.000002769762,0.000260036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001056384,"threshold_uncertainty_score":0.0035339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470097457509233,"score_gpt":0.2954230717306944,"score_spread":0.2707220971556021,"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."}}