{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007465421,0.000505644,0.0005174145,0.0009467748,0.003166011,0.001154949,0.001019488,0.0005822387,0.001391002],"category_scores_gemma":[0.001321093,0.000613802,0.0008493618,0.00314793,0.0006618075,0.0004878594,0.0008973146,0.0007513715,0.0002041293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01727312,"about_ca_system_score_gemma":0.02387575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897641,"about_ca_topic_score_gemma":0.9933987,"domain_scores_codex":[0.9991766,0.00005819446,0.00005565806,0.0001706478,0.0002412024,0.0002978075],"domain_scores_gemma":[0.9982665,0.00007019543,0.0004406562,0.00009758076,0.0006334807,0.0004916372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006303383,0.00002972049,0.9975786,0.00002146652,0.00006503058,0.00008480786,0.000476997,0.00003102449,0.0001200843,0.00002249037,0.0005241592,0.0009825367],"study_design_scores_gemma":[0.00001204572,0.00002395356,0.998805,0.00002307313,0.00003679395,0.00004390906,0.0004624789,0.00009487224,0.0000164865,0.000008976119,0.0004651838,0.000007161309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934804,0.0007609359,0.0001162632,0.0002385566,0.00002011184,0.00009664099,0.004220695,0.00000664282,0.001059763],"genre_scores_gemma":[0.9961298,0.0007474716,0.0002064363,0.0001327668,0.00001176106,0.00006015889,0.001709283,0.0000041255,0.0009981375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01727312,"threshold_uncertainty_score":0.1253259,"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."}}