{"id":"W2326422842","doi":"10.5058/stresskagakukenkyu.26.68","title":"Depressive symptoms and Lifestyle in a community population","year":2011,"lang":"en","type":"article","venue":"Stress Science Research","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Research Foundation","funders":"","keywords":"Depression (economics); Medicine; Etiology; Population; Psychiatry; Incidence (geometry); Depressive symptoms; Psychology; Demography; Environmental health; Anxiety","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":[0.0003847195,0.0001842993,0.0002918124,0.0007394261,0.0003996931,0.0005353872,0.0001536701,0.0004214752,0.001175683],"category_scores_gemma":[0.001402427,0.0002810562,0.000278981,0.0007499158,0.0002090236,0.000331697,0.0002947904,0.000528463,0.0001766474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002186832,"about_ca_system_score_gemma":0.0002157638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01168094,"about_ca_topic_score_gemma":0.01299345,"domain_scores_codex":[0.9997248,0.00009710079,0.00002262024,0.0000461739,0.00006639119,0.00004287286],"domain_scores_gemma":[0.9995705,0.00005158643,0.000134365,0.00002741017,0.00007018591,0.0001458862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005325375,0.00007439632,0.9979531,0.000006734605,0.00005458597,0.0001067603,0.00008717109,0.00001432738,0.000110295,0.00001052204,0.0001000408,0.001428726],"study_design_scores_gemma":[0.000009703745,0.0001107936,0.9992591,0.000005557447,0.00002125407,0.0001906872,0.0001903934,0.00008692058,0.00001103562,0.0000211318,0.00009098979,0.000002428809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999207,0.0002390599,0.00003532555,0.00007737149,0.000006566016,0.000006915823,0.0000890002,0.000002261968,0.0003364685],"genre_scores_gemma":[0.9995368,0.0001808219,0.00002485361,0.00003359629,0.000009847409,0.000004405517,0.00009493867,5.154352e-7,0.0001142225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01168094,"threshold_uncertainty_score":0.0232259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461052155746126,"score_gpt":0.4845490657804873,"score_spread":0.3384438502058748,"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."}}