{"id":"W7131820811","doi":"10.5376/ijccr.2025.15.0023","title":"Tracking Health Behavior Changes and Quality of Life Among Elderly Patients in Home Quarantine","year":2025,"lang":"","type":"article","venue":"International Journal of Clinical Case Reports","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tracking (education); Quality of life (healthcare); Quarantine; Quality (philosophy); Health behavior; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01210492,0.0002559083,0.001858656,0.0008094765,0.0001471808,0.00004399549,0.0001824957,0.0004616179,0.0001011007],"category_scores_gemma":[0.008528136,0.0002345716,0.0004672437,0.0003419537,0.0002534324,0.0002786294,0.000162048,0.001590691,6.060631e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002062475,"about_ca_system_score_gemma":0.002236582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005508463,"about_ca_topic_score_gemma":0.005518593,"domain_scores_codex":[0.9862949,0.001830332,0.009988969,0.0004169089,0.001078711,0.0003901685],"domain_scores_gemma":[0.9828895,0.002937552,0.01064227,0.0002976611,0.002800168,0.0004328647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009251198,0.001533361,0.8511283,0.0003484058,0.0002006766,0.006638149,0.001566643,0.000002628608,0.000002531586,0.00003741606,0.0006560611,0.1369607],"study_design_scores_gemma":[0.003943475,0.0009993595,0.9876101,0.00298735,0.0001270182,0.0008634811,0.002470395,0.000009756838,0.000006373355,0.0002712074,0.0005495115,0.0001619889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737158,0.003120886,0.00006627567,0.005756218,0.01662073,0.0005578199,0.00005106449,0.000007014455,0.000104174],"genre_scores_gemma":[0.9956383,0.002804326,0.0001371216,0.0003955977,0.0008418255,0.000006371329,0.00001342671,0.00001836599,0.0001446766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1367987,"threshold_uncertainty_score":0.9998235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1753883404246523,"score_gpt":0.5367346491193576,"score_spread":0.3613463086947053,"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."}}