{"id":"W3113960545","doi":"10.11606/s1518-8787.2020054002114","title":"Fragilidade em idosos comunitários","year":2020,"lang":"pt","type":"article","venue":"Revista de Saúde Pública","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Demography; Gerontology; Sociology","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":[0.0005377418,0.000788858,0.001391853,0.0001975935,0.0002595386,0.0003963794,0.0009847872,0.000540251,0.005870884],"category_scores_gemma":[0.003216376,0.000808038,0.0005309941,0.00137715,0.0002132623,0.0001981089,0.0004442333,0.00190562,0.007017783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00041209,"about_ca_system_score_gemma":0.0006409819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000054941,"about_ca_topic_score_gemma":0.00001071039,"domain_scores_codex":[0.9949509,0.0005156962,0.00118722,0.00104416,0.0009480522,0.001353988],"domain_scores_gemma":[0.9954232,0.0004853673,0.0003910399,0.001463868,0.0003151603,0.001921386],"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":[0.001000154,0.00103923,0.02153966,0.008390527,0.001328352,0.001879321,0.0262881,0.00003535514,0.01172053,0.01084419,0.8402002,0.07573435],"study_design_scores_gemma":[0.003804853,0.001040859,0.009829026,0.002013911,0.0008503472,0.0002265068,0.002089594,0.00612899,0.0009055354,0.00003076558,0.9721329,0.0009467577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3257414,0.0748722,0.01464341,0.480877,0.002098736,0.01081066,0.001748908,0.003438736,0.08576886],"genre_scores_gemma":[0.960808,0.001000677,0.0009013453,0.02668916,0.002244036,0.00006117544,0.0001986846,0.0002361156,0.007860771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6350666,"threshold_uncertainty_score":0.999437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03330597328574821,"score_gpt":0.290711450858934,"score_spread":0.2574054775731858,"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."}}