{"id":"W4200338085","doi":"10.12688/hrbopenres.13456.1","title":"A systematic review protocol of quantitative instruments of income inequality in studies of children and adolescents","year":2021,"lang":"en","type":"review","venue":"HRB Open Research","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Economic inequality; Inequality; Socioeconomic status; Social inequality; Gini coefficient; Income distribution; Medicine; MEDLINE; Political science; Environmental health; Population; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1632847,0.00614658,0.02291876,0.01917844,0.006602695,0.008804094,0.006666209,0.01218239,0.08148804],"category_scores_gemma":[0.2164642,0.006751727,0.0157303,0.01590161,0.007528249,0.01123534,0.005822673,0.008534625,0.01316381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01708154,"about_ca_system_score_gemma":0.0985375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005235768,"about_ca_topic_score_gemma":0.01232646,"domain_scores_codex":[0.8739908,0.05839048,0.04304013,0.008529419,0.01251129,0.003537934],"domain_scores_gemma":[0.8482522,0.07033089,0.02310144,0.01694726,0.03703555,0.004332588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004450987,0.000300261,0.000658943,0.9120821,0.002102468,0.000547694,0.003508093,0.0006519702,0.001170423,0.00707346,0.03404411,0.03340954],"study_design_scores_gemma":[0.02052529,0.001610485,0.004814256,0.7273868,0.007252633,0.0005171121,0.00327364,0.001082216,0.001628105,0.01508873,0.2163316,0.0004891765],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002887182,0.001819276,0.001606314,0.0004696026,0.000340234,0.9917291,0.003254709,0.00006960524,0.0004224649],"genre_scores_gemma":[0.0002849234,0.0005769852,0.002494704,0.0001829389,0.00002614037,0.9959818,0.000277176,0.000006261597,0.0001689565],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1632847,"threshold_uncertainty_score":0.8635426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4789421757304962,"score_gpt":0.6533924491109843,"score_spread":0.174450273380488,"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."}}