{"id":"W2886997615","doi":"10.1016/j.psychres.2018.08.009","title":"Metabolic syndrome, depression and anhedonia among young adults","year":2018,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Anhedonia; Depression (economics); Metabolic syndrome; National Cholesterol Education Program; Medicine; Internal medicine; Psychology; Psychiatry; Endocrinology; Obesity","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":[],"consensus_categories":[],"category_scores_codex":[0.001493403,0.0001246084,0.0002995546,0.0003090376,0.000477293,0.00002616762,0.00008681116,0.0001350665,0.0001180462],"category_scores_gemma":[0.0001277268,0.0001016793,0.00005921675,0.0005447275,0.000329679,0.00009038857,0.0001093232,0.0005726142,0.0001985609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006249164,"about_ca_system_score_gemma":0.0005256325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455771,"about_ca_topic_score_gemma":0.0008234706,"domain_scores_codex":[0.9975694,0.0002010196,0.0002688955,0.0004496149,0.000714189,0.0007968707],"domain_scores_gemma":[0.9981353,0.00006235827,0.00003766791,0.0004314528,0.0001536225,0.001179586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006617614,0.0001207125,0.9805928,0.0004312131,0.0000135952,0.0000197769,0.0003656557,5.597653e-9,0.00006265771,0.00007686618,0.006803615,0.01085131],"study_design_scores_gemma":[0.001828308,0.0008024778,0.9811242,0.0003463315,0.0000202674,0.0007328137,0.0004888158,0.00005407379,0.00004266405,0.0001468717,0.01432401,0.00008915563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776077,0.006062198,0.000009071487,0.001955088,0.0009956401,0.0009184732,0.000009013369,0.00005894566,0.01238393],"genre_scores_gemma":[0.9956844,0.001161477,0.0008751954,0.0004822732,0.0009276445,0.00006993677,0.0000142809,0.00002924598,0.0007555026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0180768,"threshold_uncertainty_score":0.4146363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03282969403339299,"score_gpt":0.4089406511260656,"score_spread":0.3761109570926726,"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."}}