{"id":"W4403916434","doi":"10.56083/rcv4n10-201","title":"RELAÇÃO ENTRE FRAGILIDADE E CARACTERÍSTICAS SOCIODEMOGRÁFICAS E CLÍNICAS EM IDOSOS INSTITUCIONALIZADOS NO ACRE","year":2024,"lang":"pt","type":"article","venue":"Revista Contemporânea","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acre; Gerontology; Medicine; Environmental science; Agricultural science","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":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004243415,0.001859846,0.002849827,0.0007261494,0.002484114,0.0009389787,0.001506441,0.003452395,0.008827395],"category_scores_gemma":[0.003723569,0.001838675,0.001387531,0.001661297,0.0004956751,0.001082093,0.0006524067,0.00885466,0.02893061],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003567555,"about_ca_system_score_gemma":0.009352453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003220688,"about_ca_topic_score_gemma":0.0003390212,"domain_scores_codex":[0.9819625,0.004702752,0.00471355,0.003172551,0.002047595,0.003401055],"domain_scores_gemma":[0.9879216,0.004235208,0.00128785,0.003000559,0.001204486,0.002350312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009190042,0.001016878,0.009046113,0.04875614,0.001525401,0.005308878,0.1303385,0.000006087451,0.0004068832,0.09233502,0.6526354,0.05770569],"study_design_scores_gemma":[0.002018328,0.0005739606,0.002261369,0.02544463,0.0007619929,0.0001630371,0.01587248,0.002194437,0.00001069791,0.0003030718,0.9486259,0.001770163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2547976,0.3668413,0.01023972,0.1575249,0.06745205,0.03288666,0.01265625,0.00854517,0.08905637],"genre_scores_gemma":[0.9218256,0.003352551,0.0002763437,0.007508984,0.004735798,0.0004025919,0.001052658,0.0006368337,0.06020866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.667028,"threshold_uncertainty_score":0.9994146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0568290060228987,"score_gpt":0.4017848845724918,"score_spread":0.3449558785495931,"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."}}