{"id":"W4384571865","doi":"10.1590/1981-22562023026.230057.pt","title":"Fragilidade em pessoas idosas na comunidade: estudo comparativo de instrumentos de triagem","year":2023,"lang":"pt","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Psychology; 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":[0.01524085,0.0005418058,0.001098588,0.004498377,0.001344828,0.001637148,0.0007633898,0.0006709245,0.001542196],"category_scores_gemma":[0.03372347,0.0005589137,0.001787177,0.004472937,0.00105192,0.0008908602,0.002353514,0.0007357376,0.0002112336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054583,"about_ca_system_score_gemma":0.003876422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01222191,"about_ca_topic_score_gemma":0.01936323,"domain_scores_codex":[0.9908145,0.004593453,0.001767797,0.0005688794,0.0017077,0.0005476095],"domain_scores_gemma":[0.9762146,0.009917929,0.007185846,0.001227579,0.004536382,0.0009176806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003363674,0.0002734193,0.943617,0.0005397723,0.0001885641,0.0000497474,0.008549749,0.0001331292,0.0003355736,0.0002036568,0.0001931679,0.04557982],"study_design_scores_gemma":[0.00004185094,0.0009579159,0.9834903,0.0006973558,0.000219869,0.000233892,0.01156071,0.0005389433,0.0003847022,0.0002591134,0.001582012,0.00003319566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912561,0.002991339,0.001343461,0.000265202,0.00005538658,0.000785147,0.0005420558,0.00002119514,0.002740014],"genre_scores_gemma":[0.991818,0.001599236,0.004621372,0.0001152672,0.00002490705,0.001071415,0.0002995159,0.000006636861,0.0004436052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01524085,"threshold_uncertainty_score":0.08060229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04842843180915404,"score_gpt":0.3309679125050515,"score_spread":0.2825394806958975,"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."}}