{"id":"W4386142034","doi":"10.1186/s12889-023-16531-9","title":"Development and validation of the Socioeconomic Status Composite Scale (SES-C)","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Socioeconomic status; Medicine; Biostatistics; Scale (ratio); Social class; Context (archaeology); Household income; Gerontology; Snowball sampling; Environmental health; Composite index; Population; Public health; Demography; Geography; Nursing; Finance","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":[0.008755596,0.0005347736,0.0005203982,0.002525032,0.0009020993,0.0009528056,0.0007662705,0.000552231,0.003477585],"category_scores_gemma":[0.01382372,0.000266655,0.001081328,0.001238994,0.0004798865,0.0007815817,0.001502833,0.001140389,0.0007875098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013984,"about_ca_system_score_gemma":0.003437248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003717342,"about_ca_topic_score_gemma":0.007454393,"domain_scores_codex":[0.9963606,0.001256726,0.0007051121,0.0002631136,0.001211182,0.0002032471],"domain_scores_gemma":[0.9918633,0.00155696,0.001181184,0.0004171226,0.004469669,0.0005117858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003957172,0.001305669,0.8486486,0.0004510739,0.0001835472,0.0002727583,0.003538267,0.0007438856,0.002172839,0.001771388,0.008575735,0.1319405],"study_design_scores_gemma":[0.0001365755,0.001233108,0.9758112,0.0004851409,0.00008899021,0.0003056405,0.003538727,0.002722318,0.001220892,0.001091647,0.01330947,0.00005608471],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965086,0.0005558491,0.009070532,0.000948907,0.0002139991,0.007156717,0.004990661,0.00009900321,0.0118783],"genre_scores_gemma":[0.9233306,0.0007914134,0.05111736,0.0004473772,0.00009642639,0.01319577,0.007809737,0.0000436801,0.003167677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008755596,"threshold_uncertainty_score":0.04630458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07596493776601909,"score_gpt":0.3647212615866164,"score_spread":0.2887563238205973,"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."}}