{"id":"W4308576050","doi":"10.21142/tl.2022.2408","title":"Asociación entre el grado de fragilidad y la situación sociofamiliar de adultos mayores de una unidad de visita domiciliaria de Lima-Perú","year":2022,"lang":"es","type":"dissertation","venue":"Universidad Científica del Sur","topic":"Aging, Health, and Disability","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities","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"],"category_scores_codex":[0.003173674,0.001369044,0.001606321,0.00088991,0.001864478,0.0002045567,0.001483189,0.001877089,0.002277506],"category_scores_gemma":[0.00190252,0.001635865,0.001174901,0.001328339,0.0006185702,0.0003623431,0.0003035886,0.003167393,0.0001495348],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01006714,"about_ca_system_score_gemma":0.0104131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01301752,"about_ca_topic_score_gemma":0.001472282,"domain_scores_codex":[0.989795,0.002404805,0.001195713,0.00193434,0.001464079,0.003206023],"domain_scores_gemma":[0.9933099,0.001793034,0.0008856289,0.001405073,0.0006873363,0.001919047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004906877,0.003793793,0.7395249,0.004345356,0.001272222,0.001741201,0.1822074,0.001934347,0.006829607,0.03422293,0.01489357,0.004327848],"study_design_scores_gemma":[0.01098605,0.0008368738,0.5910124,0.001752597,0.003918888,0.0002670902,0.3245226,0.01613438,0.001452694,0.005496209,0.04089307,0.002727123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757743,0.001725668,0.001148016,0.00157764,0.000454922,0.001469649,0.0006952914,0.0004592576,0.01669523],"genre_scores_gemma":[0.9842503,0.002635553,0.001029218,0.001869458,0.0005543056,0.00006862586,0.002185552,0.0002523631,0.007154604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1485125,"threshold_uncertainty_score":0.999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007134018867679451,"score_gpt":0.285163376870366,"score_spread":0.2780293580026865,"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."}}