{"id":"W2914678978","doi":"10.3390/socsci8020055","title":"Subjective Happiness, Health and Quality of Life and Their Sociocultural Correlates among Younger Population in Malawi","year":2019,"lang":"en","type":"article","venue":"Social Sciences","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Happiness; Psychosocial; Life satisfaction; Population; Quality of life (healthcare); Public health; Psychology; Sociocultural evolution; Gerontology; Demography; Medicine; Environmental health; Social psychology; Sociology; Psychiatry","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":[0.0006081542,0.0001162851,0.0001584575,0.0005068098,0.0005379171,0.0006204078,0.0001371109,0.0001433219,0.0008584281],"category_scores_gemma":[0.001589772,0.0001055372,0.0001545522,0.0005410846,0.0004524319,0.0004703612,0.0007175435,0.0003061903,0.00005942598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004796238,"about_ca_system_score_gemma":0.0003564685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.019088,"about_ca_topic_score_gemma":0.04206241,"domain_scores_codex":[0.9997457,0.00009677609,0.00002093419,0.00002395399,0.00003599876,0.00007667149],"domain_scores_gemma":[0.999505,0.0000829013,0.0002269738,0.00002005659,0.00005377714,0.0001112925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001255854,0.00001509447,0.9954053,0.00001382466,0.00001431412,0.00005482751,0.002137201,0.00001897048,0.0001262801,0.00006936045,0.00005475049,0.002077509],"study_design_scores_gemma":[3.082447e-7,0.00001360298,0.997983,0.000008811565,0.000004245264,0.00003403665,0.001747635,0.00004382813,0.00001902149,0.00001525836,0.0001291267,0.000001164038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995884,0.000160755,0.00002237821,0.00005244903,0.000001189199,0.000002080323,0.00003516687,2.516661e-7,0.0001373178],"genre_scores_gemma":[0.9998161,0.00009001893,0.00001586686,0.00001047815,0.000001573111,0.000001829007,0.00001884694,1.192299e-7,0.0000452288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.019088,"threshold_uncertainty_score":0.03795379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06211939706796642,"score_gpt":0.3774954902642009,"score_spread":0.3153760931962344,"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."}}