{"id":"W6902233198","doi":"10.6084/m9.figshare.28927124","title":"Additional file 7 of Risk factors for infection in older adults with home care: a mixed methods systematic review with meta-analysis","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"MEDLINE; Risk factor; Risk assessment; Epidemiology; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007360622,0.002766937,0.005517065,0.008026719,0.0007745624,0.003539897,0.00251884,0.002959655,0.8212678],"category_scores_gemma":[0.1026879,0.002231769,0.01352265,0.009118573,0.0007202787,0.003615445,0.002585813,0.001651941,0.0371219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002035752,"about_ca_system_score_gemma":0.003815141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005918768,"about_ca_topic_score_gemma":0.01684667,"domain_scores_codex":[0.9955176,0.001422715,0.001498704,0.0006936105,0.0005054594,0.0003619376],"domain_scores_gemma":[0.906987,0.07816679,0.008387328,0.002412493,0.003328187,0.0007182596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004099748,0.0002452967,0.006679185,0.6994371,0.02034488,0.0002603639,0.0002294416,0.001026175,0.0003151823,0.002015257,0.2464602,0.01888707],"study_design_scores_gemma":[0.1610988,0.002529155,0.07365046,0.2526616,0.1202977,0.001866338,0.001195462,0.004832206,0.001162783,0.02239448,0.3574513,0.0008595316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001318846,0.004139086,0.0009713247,0.0004733466,0.0002727469,0.001826903,0.9889691,0.0004814309,0.001547168],"genre_scores_gemma":[0.1169349,0.01388763,0.04631034,0.01184236,0.001877203,0.09328226,0.6644934,0.002469357,0.04890233],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8212678,"threshold_uncertainty_score":0.2549397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112984782056556,"score_gpt":0.3477622087783724,"score_spread":0.3066323609578068,"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."}}