{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005287663,0.0005009818,0.0006891251,0.003346458,0.002339058,0.005221629,0.0008371554,0.001139169,0.008437688],"category_scores_gemma":[0.02177379,0.0003925178,0.001261121,0.003794865,0.002356426,0.003003413,0.004474406,0.001561921,0.001007196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001968483,"about_ca_system_score_gemma":0.002760155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082358,"about_ca_topic_score_gemma":0.01050989,"domain_scores_codex":[0.9944812,0.002647065,0.0005275562,0.0006004387,0.001091299,0.0006525266],"domain_scores_gemma":[0.9807696,0.008759587,0.004970727,0.001228938,0.002927287,0.001343859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003257128,0.0002060409,0.7977294,0.001053505,0.0005063941,0.001108753,0.09529567,0.0002869972,0.001028168,0.009062093,0.002765694,0.09063156],"study_design_scores_gemma":[0.0000102747,0.0002955927,0.8656811,0.0008092218,0.0002992354,0.001728992,0.1023518,0.0006134503,0.000729029,0.006670912,0.02072058,0.00008978885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.959159,0.005648588,0.00154914,0.005030392,0.0001214861,0.00005941999,0.001047823,0.0000657503,0.02731833],"genre_scores_gemma":[0.9958358,0.001728499,0.0005531879,0.0001562018,0.00002884868,0.00005479319,0.0001806547,0.00001425565,0.001447648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01082358,"threshold_uncertainty_score":0.02822691,"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."}}