{"id":"W4385834474","doi":"10.56083/rcv3n8-097","title":"COMPARAÇÃO DE INSTRUMENTOS PARA RASTREIO DA FRAGILIDADE EM IDOSOS COMUNITÁRIOS","year":2023,"lang":"pt","type":"article","venue":"Revista Contemporânea","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001689456,0.001157857,0.002133308,0.0006235943,0.0004738805,0.0006681968,0.001136577,0.0006110989,0.001536719],"category_scores_gemma":[0.001139283,0.001207047,0.0006392509,0.001900073,0.000412267,0.0003673174,0.0005456342,0.001760269,0.008449556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008376819,"about_ca_system_score_gemma":0.001055345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000508666,"about_ca_topic_score_gemma":0.0001397953,"domain_scores_codex":[0.992435,0.0008544109,0.002045403,0.001275979,0.001373887,0.002015336],"domain_scores_gemma":[0.9942946,0.0008762057,0.0007671713,0.002417199,0.0003778845,0.001266937],"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":[0.001618001,0.00189194,0.2554836,0.009737021,0.003415592,0.00595255,0.03550291,0.0001275902,0.01358001,0.003345647,0.6225532,0.04679194],"study_design_scores_gemma":[0.02054831,0.001814483,0.1126689,0.01395487,0.001516153,0.000697632,0.02512935,0.02254201,0.00251991,0.0001172357,0.7954709,0.00302023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693101,0.007447994,0.0006020733,0.007298591,0.001491216,0.00401626,0.0006467759,0.001293846,0.007893126],"genre_scores_gemma":[0.9497399,0.0008259895,0.000146137,0.001813196,0.0008412374,0.0001950072,0.001063783,0.0002490733,0.04512572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1729177,"threshold_uncertainty_score":0.999376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07621018334694042,"score_gpt":0.3359039148875819,"score_spread":0.2596937315406415,"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."}}