{"id":"W2148448026","doi":"10.1093/cid/cir442","title":"Obesity and Respiratory Hospitalizations During Influenza Seasons in Ontario, Canada: A Cohort Study","year":2011,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"Department of Family and Community Medicine, University of Toronto; Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care; Public Health Agency; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada","keywords":"Medicine; Odds ratio; Obesity; Body mass index; Risk factor; Cohort; Pneumonia; Cohort study; Confidence interval; Internal medicine; Population; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004044994,0.0002066949,0.0005774082,0.0001393643,0.0002540256,0.00002125824,0.00008766925,0.00008489882,0.0002487863],"category_scores_gemma":[0.002747791,0.0001893375,0.00009338903,0.000271813,0.0002976153,0.0001268669,0.0002310293,0.000486338,0.00001099745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006636005,"about_ca_system_score_gemma":0.001958329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7999297,"about_ca_topic_score_gemma":0.9869358,"domain_scores_codex":[0.9979353,0.0002407059,0.0005639379,0.000496106,0.0003749987,0.0003889775],"domain_scores_gemma":[0.9984643,0.0002662781,0.0001028721,0.0004302078,0.0002355891,0.0005007372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001238927,0.002260568,0.9958864,0.00004648524,0.0002822557,0.0003672978,0.000333731,0.000003229259,0.000001228036,0.00002888384,0.0006032062,0.00006283941],"study_design_scores_gemma":[0.002862599,0.0006390927,0.995044,0.00006123644,0.000231878,0.000002786091,0.0002273426,0.000003819076,0.000003937517,0.00004590137,0.0006917608,0.0001856689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952145,0.0005108247,0.00000132967,0.00001949243,0.0001419413,0.00143462,0.00002129225,0.00009547804,0.002560502],"genre_scores_gemma":[0.9985352,0.00004579611,0.00000461107,0.0009606369,0.00006757794,0.0002087472,0.000003565448,0.00002229783,0.0001516207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.187006,"threshold_uncertainty_score":0.7720959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116853903762398,"score_gpt":0.3859462791569491,"score_spread":0.2742608887807093,"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."}}