{"id":"W4210520550","doi":"10.1017/s0033291721005110","title":"Evaluation of delay discounting as a transdiagnostic research domain criteria indicator in 1388 general community adults","year":2022,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Homewood Research Institute","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Psychopathology; Research Domain Criteria; Impulsivity; Confounding; Psychology; Clinical psychology; Structural equation modeling; Anxiety; Latent variable; Major depressive disorder; Psychiatry; Comorbidity; Medicine; Mood; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0154065,0.0001561644,0.0004525661,0.0005365809,0.0003007194,0.000006071947,0.0003058055,0.00008228004,0.005901632],"category_scores_gemma":[0.003785122,0.0001075965,0.00006694385,0.000980934,0.0005145704,0.0000393245,0.0001339526,0.001593269,0.00002599072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003961709,"about_ca_system_score_gemma":0.0001224232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130409,"about_ca_topic_score_gemma":0.0001587933,"domain_scores_codex":[0.9909751,0.004623416,0.0005325679,0.0003661965,0.003005362,0.0004972993],"domain_scores_gemma":[0.9977501,0.001059081,0.00008680633,0.0005396974,0.000299199,0.0002651006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1141552,0.0377797,0.1435537,0.000708135,0.0008169189,0.004017747,0.04343741,0.0001021042,0.04149961,0.007695823,0.01059386,0.5956398],"study_design_scores_gemma":[0.0290721,0.01401832,0.9242855,0.0003904928,0.0001481957,0.0003199023,0.00599518,0.0007378238,0.0001824242,0.02455053,0.0001538307,0.0001456462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855252,0.001086573,0.00001160521,0.008142763,0.0001369973,0.001405304,0.00002003786,0.00002361344,0.003647934],"genre_scores_gemma":[0.9978281,0.00008869866,0.000543135,0.00038722,0.0001596332,0.0008252924,0.0001263064,0.00001595536,0.00002568046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7807319,"threshold_uncertainty_score":0.9950071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2107219089079929,"score_gpt":0.5171739366767168,"score_spread":0.306452027768724,"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."}}