{"id":"W4292062349","doi":"10.1590/1980-265x-tce-2021-0444pt","title":"ARRANJO FAMILIAR, APOIO SOCIAL E FRAGILIDADE EM IDOSOS DA COMUNIDADE: ESTUDO LONGITUDINAL COM MÉTODOS MISTOS","year":2022,"lang":"pt","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Federal de Santa Catarina","keywords":"Psychology; Humanities; Gerontology; Medicine; Philosophy","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003434046,0.001307406,0.002123154,0.0004096044,0.01067989,0.001106557,0.003003479,0.000633441,0.01816401],"category_scores_gemma":[0.0004165057,0.001522357,0.00113386,0.001693595,0.001246681,0.0008061885,0.001675812,0.003198048,0.00114512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917382,"about_ca_system_score_gemma":0.00169448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0156508,"about_ca_topic_score_gemma":0.01026422,"domain_scores_codex":[0.9862682,0.003133382,0.002286902,0.001806784,0.003105419,0.00339931],"domain_scores_gemma":[0.994969,0.001122072,0.001024556,0.001255233,0.0003978738,0.001231309],"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":[0.000755386,0.002030091,0.05026663,0.0009214406,0.0007398055,0.0007953846,0.2039997,0.0001175385,0.0001155504,0.04509551,0.6335759,0.06158707],"study_design_scores_gemma":[0.003424452,0.0003562078,0.1031794,0.0001141406,0.0003365753,0.00002990671,0.1391135,0.0006461429,0.00001489723,0.0006481042,0.7503833,0.00175344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7686155,0.008420319,0.001201788,0.09779917,0.01488626,0.006966695,0.002816693,0.001589295,0.09770429],"genre_scores_gemma":[0.9206904,0.0002655393,0.00005259417,0.01905311,0.001642575,0.0004231895,0.0002200479,0.0001989758,0.05745354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1520749,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4407263051584634,"score_gpt":0.4845680288287257,"score_spread":0.04384172367026234,"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."}}