{"id":"W6902363009","doi":"10.6084/m9.figshare.28927121.v1","title":"Additional file 6 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":[0.007346408,0.002804655,0.005630612,0.007973898,0.0008043442,0.003516952,0.002451128,0.003020354,0.8142599],"category_scores_gemma":[0.09936955,0.002316424,0.01430591,0.009054113,0.0007373351,0.003585014,0.00250905,0.001669072,0.03384659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001976408,"about_ca_system_score_gemma":0.003677298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006216545,"about_ca_topic_score_gemma":0.01701221,"domain_scores_codex":[0.9955001,0.001409627,0.001519166,0.0007304766,0.0004764775,0.0003641415],"domain_scores_gemma":[0.9130862,0.0723505,0.00836609,0.002422723,0.003058827,0.0007156626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004574873,0.0002687458,0.007515463,0.7174155,0.02352499,0.0002755365,0.0002596636,0.001130419,0.0003396709,0.002097331,0.2233059,0.01929197],"study_design_scores_gemma":[0.1729277,0.002755787,0.08041318,0.2369489,0.1373267,0.001918809,0.001229485,0.005035001,0.001145158,0.02250956,0.3368851,0.000904565],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001565962,0.004538831,0.001104386,0.000477801,0.0002862715,0.001994782,0.9879544,0.0005058626,0.001571779],"genre_scores_gemma":[0.1368564,0.01400725,0.05163767,0.01164583,0.001900652,0.09825182,0.6333048,0.002510775,0.04988481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8142599,"threshold_uncertainty_score":0.2649357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04110082305086669,"score_gpt":0.3477275341568018,"score_spread":0.3066267111059351,"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."}}