{"id":"W2063973244","doi":"10.1159/000286650","title":"The Influence of Social Security in an Affluent Society on Illness Behaviour","year":2010,"lang":"en","type":"article","venue":"Psychotherapy and Psychosomatics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social security; Population; Illness behavior; Psychology; Economics; Psychiatry; Sociology; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005968693,0.0001561916,0.0002153353,0.00003185488,0.001036032,0.00001302492,0.0002027102,0.0001879548,0.00005389922],"category_scores_gemma":[0.000009084167,0.0001057533,0.0000636314,0.0001484562,0.0002164867,0.000079714,0.00001049233,0.0006192901,0.000005722174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001020436,"about_ca_system_score_gemma":0.00002569309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006658181,"about_ca_topic_score_gemma":0.001592007,"domain_scores_codex":[0.9986569,0.0001782905,0.0004516972,0.0001965859,0.0002065698,0.0003099279],"domain_scores_gemma":[0.9990579,0.0003024137,0.000211331,0.0002859278,0.00008599655,0.00005646467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002319003,0.0004374033,0.8324931,0.000109548,0.00004487409,2.997726e-7,0.1291908,0.000001254411,0.001156248,0.02879998,0.003350994,0.004183667],"study_design_scores_gemma":[0.001540556,0.0001669572,0.9452176,0.00009858242,0.000009518697,2.499197e-7,0.006568712,0.00002999106,0.00002610293,0.03090731,0.01524193,0.0001924924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933118,0.00008141361,0.000007804119,0.004315855,0.0006758235,0.0005108956,0.00001789406,0.00003216517,0.001046307],"genre_scores_gemma":[0.9971377,0.001058759,0.00008983497,0.001250635,0.0001865735,0.0001140064,0.000002644142,0.00001989237,0.0001399025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1226221,"threshold_uncertainty_score":0.7968428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551945648143316,"score_gpt":0.4095031754719277,"score_spread":0.3839837189904945,"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."}}