{"id":"W1982753383","doi":"10.1002/gps.1767","title":"The effects of memory, attention, and executive dysfunction on outcomes of depression in a primary care intervention trial: the PROSPECT study","year":2007,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Stroop effect; Depression (economics); Dementia; Memory span; Psychology; Psychiatry; Randomized controlled trial; Rating scale; Cognition; Clinical psychology; Medicine; Working memory; Internal medicine; Developmental psychology","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":[0.002278057,0.0006596448,0.001975675,0.0002754122,0.0003304452,0.0006594424,0.0005611599,0.0009057649,0.002687526],"category_scores_gemma":[0.004461056,0.0003348285,0.001517306,0.0002757874,0.0004811025,0.0006034896,0.0004646188,0.001419728,0.0001804534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003853572,"about_ca_system_score_gemma":0.0007088285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008743831,"about_ca_topic_score_gemma":0.001619425,"domain_scores_codex":[0.9984907,0.00101781,0.0001036825,0.0001805889,0.0001121135,0.00009510125],"domain_scores_gemma":[0.9982859,0.000748042,0.000482829,0.00008738815,0.00008298604,0.0003128905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9453052,0.005775203,0.01391338,0.001871883,0.003049501,0.0001056801,0.0001200655,0.0003881154,0.0009658801,0.0001569804,0.0005689583,0.02777923],"study_design_scores_gemma":[0.73635,0.1898155,0.06493356,0.0003944364,0.005508293,0.0001373896,0.00009040429,0.001215104,0.0003638102,0.0002705104,0.0008971946,0.00002379317],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926465,0.004863283,0.0002107202,0.0005315442,0.0001174937,0.0006386379,0.0002226498,0.00002311437,0.0007460789],"genre_scores_gemma":[0.9955375,0.001573839,0.0005945007,0.0002599023,0.0002506624,0.00112781,0.0002348547,0.00000282824,0.0004182105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002687526,"threshold_uncertainty_score":0.01204765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005632903469603924,"score_gpt":0.31658950618271,"score_spread":0.3109566027131061,"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."}}