{"id":"W7119444148","doi":"","title":"ANÁLISE EPIDEMIOLÓGICA DA SÍNDROME DA FRAGILIDADE EM PACIENTES NO PRÉ E PÓS TRANSPLANTE RENAL","year":2019,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk factor; Kidney transplantation; Dialysis; Hemodialysis; Renal function; Kidney","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":[0.0004108031,0.0001613598,0.0004162905,0.00153868,0.0004405565,0.0005462088,0.0003088253,0.0004065153,0.004458968],"category_scores_gemma":[0.001841783,0.0001906166,0.0005565889,0.001696504,0.0001902748,0.000545327,0.0003391108,0.0005447055,0.0003719508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004444613,"about_ca_system_score_gemma":0.0004380861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01946405,"about_ca_topic_score_gemma":0.01397425,"domain_scores_codex":[0.9996724,0.000061352,0.00005312937,0.00007027377,0.00008087875,0.00006189584],"domain_scores_gemma":[0.9989819,0.0001907326,0.0004759119,0.0000460993,0.0002029046,0.0001024271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002616731,0.00003553817,0.9860605,0.0002603806,0.0001128608,0.000445716,0.0002184714,0.00008143276,0.0004037734,0.0001446752,0.002290772,0.009684224],"study_design_scores_gemma":[0.000009212957,0.0001265988,0.9944333,0.0003325831,0.00009566352,0.001772104,0.0005478732,0.0002029446,0.0001763257,0.0001025195,0.002184273,0.00001645294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635682,0.01192083,0.0007115568,0.0009121674,0.00007878586,0.000116933,0.009116347,0.00008721922,0.01348796],"genre_scores_gemma":[0.9901541,0.005449097,0.0004058427,0.0001890195,0.00005242564,0.00005933446,0.002394463,0.00001060216,0.001285219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01946405,"threshold_uncertainty_score":0.03870153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222419877856772,"score_gpt":0.2640051364986383,"score_spread":0.2417809377200706,"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."}}