{"id":"W2080301258","doi":"10.1086/512712","title":"Cumulative Advantage Processes as Mechanisms of Inequality in Life Course Health","year":2007,"lang":"en","type":"article","venue":"American Journal of Sociology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":540,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Socioeconomic status; Life course approach; Inequality; Attrition; Health equity; Economic inequality; Panel Study of Income Dynamics; Social inequality; Demographic economics; Economics; Psychology; Health care; Demography; Sociology; Economic growth; Medicine; Mathematics; Social psychology; Population","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":[0.009509824,0.0005401843,0.0008360477,0.003019415,0.001524695,0.003794191,0.001371335,0.00140979,0.00985508],"category_scores_gemma":[0.02293922,0.0004293404,0.001537564,0.001217009,0.005303268,0.006134387,0.005848749,0.001719887,0.0003238821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002082862,"about_ca_system_score_gemma":0.001436515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002557826,"about_ca_topic_score_gemma":0.002524464,"domain_scores_codex":[0.9969155,0.00135508,0.0001066652,0.0005811471,0.0005035148,0.0005380061],"domain_scores_gemma":[0.9818875,0.01121867,0.002918146,0.002138786,0.0005931836,0.001243638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002257634,0.0002723374,0.1067573,0.0001745087,0.0002814112,0.000426538,0.007709115,0.003277458,0.001219032,0.8472478,0.0006480891,0.03176069],"study_design_scores_gemma":[0.00008608792,0.0002681361,0.124823,0.0001002169,0.000186954,0.0004866162,0.002854139,0.01490896,0.0005043072,0.8517705,0.00393787,0.00007323731],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8378472,0.003926655,0.1015441,0.007148826,0.0001740816,0.0002961298,0.0003523937,0.0001665673,0.04854417],"genre_scores_gemma":[0.9944355,0.0003903079,0.003756157,0.0001207255,0.00006708426,0.00007582593,0.00003227394,0.000009842243,0.001112195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00985508,"threshold_uncertainty_score":0.05029333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03871257211190563,"score_gpt":0.4455996432040692,"score_spread":0.4068870710921635,"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."}}