{"id":"W2797655228","doi":"10.1186/s12889-018-5235-x","title":"The fundamental association between mental health and life satisfaction: results from successive waves of a Canadian national survey","year":2018,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":335,"is_retracted":false,"has_abstract":true,"ca_institutions":"Actua; Simon Fraser University; Fraser Health; Centre for Addiction and Mental Health","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Life satisfaction; Mental health; Medicine; Self-rated health; Odds; Biostatistics; Odds ratio; Psychopathology; Logistic regression; Public health; Gerontology; Association (psychology); Mental illness; Psychiatry; Clinical psychology; Psychology; Social psychology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004896497,0.0001422289,0.0002772551,0.0002624655,0.0009535509,0.0001055884,0.0001375476,0.0001629554,0.0002074805],"category_scores_gemma":[0.001942448,0.0001143918,0.00004099521,0.0005233661,0.0001548608,0.0001470604,0.00002687821,0.0002476346,0.00007418506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090089,"about_ca_system_score_gemma":0.002139166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7143952,"about_ca_topic_score_gemma":0.6853961,"domain_scores_codex":[0.9959751,0.001808927,0.0007301812,0.0004104163,0.000473566,0.0006018112],"domain_scores_gemma":[0.9963833,0.001579348,0.0007587337,0.0002150052,0.0002098107,0.0008537913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009863486,0.00002843428,0.890024,0.000004628688,0.000105425,9.143223e-8,0.003606165,8.901893e-8,8.514385e-7,0.002265176,0.092944,0.01092248],"study_design_scores_gemma":[0.0009920939,0.0003298551,0.9481639,0.00001250095,0.000001891511,0.000001072716,0.001265244,0.00001759902,5.481248e-7,0.0002747805,0.048849,0.00009153682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918215,0.0004232228,0.0001118786,0.06315621,0.00204702,0.0005189044,0.00482872,0.00005878673,0.01064031],"genre_scores_gemma":[0.9948379,0.0001390364,0.0001387968,0.002827925,0.0006717034,0.00001376413,0.0009425082,0.00001260551,0.0004157549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07662296,"threshold_uncertainty_score":0.7334039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1151357834855853,"score_gpt":0.380580671894894,"score_spread":0.2654448884093086,"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."}}