{"id":"W4408329577","doi":"10.3390/epidemiologia6010014","title":"Non-Pharmaceutical Interventions on COVID-19 in Workers and Residents of Nursing Homes in Geneva: A Mixed Qualitative and Quantitative Study","year":2025,"lang":"en","type":"article","venue":"Epidemiologia","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pandemic; Psychological intervention; Cumulative incidence; Incidence (geometry); Coronavirus disease 2019 (COVID-19); Nursing; Transmission (telecommunications); Family medicine; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01544293,0.0004535948,0.0005761154,0.001310308,0.002624029,0.001684567,0.001010828,0.0008477091,0.001598667],"category_scores_gemma":[0.01873371,0.0003439283,0.0004004313,0.0009127642,0.003775295,0.001499145,0.002286562,0.0008617974,0.00009488639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005281254,"about_ca_system_score_gemma":0.004096037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01033392,"about_ca_topic_score_gemma":0.01430601,"domain_scores_codex":[0.9871221,0.01008098,0.0003447223,0.0003976447,0.0009486764,0.001105929],"domain_scores_gemma":[0.9778565,0.01680651,0.002571297,0.0003720435,0.001532983,0.0008606813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001927891,0.0004189356,0.06986595,0.001047642,0.00004803636,0.0006202394,0.900548,0.0001441134,0.001167169,0.0007854489,0.0004653649,0.02469644],"study_design_scores_gemma":[0.0000190788,0.0005401041,0.05038164,0.0005564352,0.00001856542,0.0001019349,0.945839,0.0002212392,0.0004048749,0.0001438962,0.00174819,0.00002509725],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981312,0.0002996949,0.0002995974,0.0003466797,0.000008737239,0.0001214032,0.00004902697,0.000002846626,0.0007408587],"genre_scores_gemma":[0.9984732,0.0003416206,0.0003439842,0.0001695928,0.000009489288,0.0003096341,0.00002826073,0.000003122072,0.0003209825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01544293,"threshold_uncertainty_score":0.08167106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3566551529256168,"score_gpt":0.6320616717926577,"score_spread":0.2754065188670409,"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."}}