{"id":"W4389615726","doi":"10.47385/cadunifoa.v18.n53.4382","title":"Perfil de vulnerabilidade diante das desigualdades sociais e seu impacto na saúde","year":2023,"lang":"pt","type":"article","venue":"Cadernos UniFOA","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Sociology; Gerontology; Medicine","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.004939307,0.001252365,0.001618414,0.001037314,0.004142337,0.0002390111,0.001358028,0.003394995,0.003149346],"category_scores_gemma":[0.00418351,0.001335914,0.0006022083,0.00291555,0.0005673967,0.0006032089,0.0004351528,0.007110849,0.008562002],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004117491,"about_ca_system_score_gemma":0.008745981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002392655,"about_ca_topic_score_gemma":0.0007957621,"domain_scores_codex":[0.9832864,0.006045658,0.002126744,0.001742983,0.001335907,0.005462329],"domain_scores_gemma":[0.9894671,0.00439554,0.000941586,0.001934119,0.0005435804,0.00271807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003072291,0.000478524,0.09270188,0.006330547,0.0003594822,0.0008499764,0.3021238,0.0001451415,0.005009366,0.001757909,0.5417627,0.04817344],"study_design_scores_gemma":[0.007435491,0.001873299,0.4450375,0.01137175,0.001078965,0.0001901672,0.3015969,0.008393729,0.003192143,0.003945011,0.2106474,0.005237686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006452,0.004380599,0.001193309,0.07045478,0.006364629,0.004480198,0.001503414,0.002462606,0.008515261],"genre_scores_gemma":[0.9438239,0.001387663,0.0002056279,0.008378576,0.002339407,0.0002778299,0.0003299154,0.0005668231,0.0426902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3523356,"threshold_uncertainty_score":0.9997056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09002018410003881,"score_gpt":0.4434232232312681,"score_spread":0.3534030391312293,"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."}}