{"id":"W2942914608","doi":"10.1001/jamapsychiatry.2019.0801","title":"Assessment of Striatal Dopamine Transporter Binding in Individuals With Major Depressive Disorder","year":2019,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Neurotransmitter Receptor Influence on Behavior","field":"Neuroscience","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"National Institute on Drug Abuse; National Institute of Biomedical Imaging and Bioengineering; National Institute of Mental Health","keywords":"Dopamine transporter; Major depressive disorder; Medicine; Internal medicine; Positron emission tomography; Psychology; Psychiatry; Dopamine; Depression (economics); Oncology; Endocrinology; Neuroscience; Mood; Dopaminergic","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001572313,0.000264685,0.0003613698,0.0003091345,0.00004498064,0.00005686959,0.0004959002,0.0001143127,0.0005678364],"category_scores_gemma":[0.00001106825,0.0002183347,0.00009262553,0.0006090116,0.0001002335,0.0005612968,0.00003219111,0.000468834,0.00004986491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002993583,"about_ca_system_score_gemma":0.0001390046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004098591,"about_ca_topic_score_gemma":0.00005437209,"domain_scores_codex":[0.9976661,0.000117399,0.0005157983,0.0006631592,0.0006265981,0.0004109466],"domain_scores_gemma":[0.9990444,0.00008568594,0.0002677174,0.0004902799,0.00002325524,0.00008862712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004701015,0.0003647919,0.8960783,0.00007282611,0.000006765212,0.000008578588,0.0001182446,0.00006272176,0.1020421,0.0003654658,0.00002082239,0.0008122791],"study_design_scores_gemma":[0.00607803,0.0003188236,0.9474584,0.0002105751,0.00003581315,0.0000185094,0.0001263549,0.00002307623,0.045107,0.00004477355,0.0002657807,0.0003128553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966853,0.00001986211,0.00008380176,0.0006018468,0.0005614359,0.000931886,0.0001839558,0.00004749715,0.0008843943],"genre_scores_gemma":[0.997586,0.000008247186,0.001694665,0.0004078066,0.00004167287,0.00007818616,0.00001120767,0.00004781129,0.0001243842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05693512,"threshold_uncertainty_score":0.8903429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337853700830719,"score_gpt":0.283426053234077,"score_spread":0.2700475162257698,"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."}}