{"id":"W2098644451","doi":"10.1093/gerona/57.10.m629","title":"Hospitalizations and Deaths Due to Respiratory Illnesses During Influenza Seasons: A Comparison of Community Residents, Senior Housing Residents, and Nursing Home Residents","year":2002,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"Canadian Institutes of Health Research; University of Manitoba","keywords":"Nursing homes; Medicine; Gerontology; Influenza season; Nursing; Family medicine; Environmental health; Virology; Influenza vaccine; Vaccination","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005289292,0.0002537128,0.0003288312,0.001239853,0.0004024131,0.0004270457,0.0002845397,0.0003397736,0.0005634578],"category_scores_gemma":[0.001212865,0.0002277858,0.0004596107,0.0009740512,0.0002783914,0.000432749,0.0005102518,0.0002453873,0.00008014355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007973904,"about_ca_system_score_gemma":0.0005967367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08208401,"about_ca_topic_score_gemma":0.1127964,"domain_scores_codex":[0.9995983,0.00006671935,0.00005263831,0.00007495853,0.0001043751,0.0001029438],"domain_scores_gemma":[0.999294,0.00006761992,0.0002325926,0.00001904906,0.0001108453,0.0002758715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001552398,0.00002415254,0.9986247,0.00001050127,0.00006644335,0.00004668191,0.0001482801,0.00002278252,0.00009486407,0.000005992512,0.00004382667,0.0007565521],"study_design_scores_gemma":[0.000004951184,0.00009918606,0.999315,0.000004388753,0.00001334971,0.00006880568,0.0003869467,0.00004454711,0.00001318627,0.000004205375,0.00004378834,0.000001624723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996039,0.0001141003,0.00001186051,0.000008972734,0.000002267174,0.000004570555,0.0001471989,5.735786e-7,0.0001065537],"genre_scores_gemma":[0.9995034,0.000100289,0.00001915705,0.00001112693,0.000004374652,0.000005119235,0.0003146386,4.311705e-7,0.00004151211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08208401,"threshold_uncertainty_score":0.1632124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1532191907112514,"score_gpt":0.4235248103565872,"score_spread":0.2703056196453358,"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."}}