{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003250584,0.00004955021,0.0001246082,0.0004054635,0.0004790198,0.00001776031,0.0001264,0.00004061957,0.00001556196],"category_scores_gemma":[0.0004398521,0.00004164838,0.00001272002,0.0008318827,0.0005856762,0.0001631831,0.000128841,0.0006101739,0.000008356082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257411,"about_ca_system_score_gemma":0.000475056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02705348,"about_ca_topic_score_gemma":0.00114358,"domain_scores_codex":[0.9981911,0.0002930838,0.0001427105,0.0001838198,0.0006300182,0.0005593063],"domain_scores_gemma":[0.9989779,0.0001314321,0.00002038933,0.0002798216,0.0001031335,0.000487344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007251715,0.000124873,0.9754021,0.0001341624,6.074767e-7,0.00001305609,0.002142413,1.265453e-7,0.0004099337,0.0002299084,0.000009997808,0.02146032],"study_design_scores_gemma":[0.0004538117,0.0003013882,0.9951836,0.0002034415,0.000001399551,0.0000240193,0.001434464,0.00009219565,0.001996812,0.0002517895,0.00002181116,0.00003525494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807652,0.0001543826,0.000001345375,0.0001249968,0.00004921037,0.0004337761,0.000004503033,0.0000121995,0.01845436],"genre_scores_gemma":[0.9996109,0.0001136186,0.00008946404,0.00006362479,0.00002856897,0.00002849962,0.000004780002,0.000004377784,0.00005617208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0259099,"threshold_uncertainty_score":0.9794254,"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."}}