{"id":"W1900768478","doi":"","title":"Obesity and outcomes in patients hospitalized for pneumonia","year":2012,"lang":"en","type":"article","venue":"","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Underweight; Medicine; Overweight; Pneumonia; Body mass index; Obesity; Internal medicine; Obesity paradox; Pediatrics; Pneumonia severity index; Community-acquired pneumonia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003674915,0.0002240322,0.0002132398,0.0005004251,0.0004538608,0.0004939436,0.0002182007,0.0003693402,0.001463796],"category_scores_gemma":[0.001569523,0.0001478836,0.0002537102,0.0006540595,0.0002984256,0.0002580814,0.0003690942,0.0006585217,0.0001292646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006212564,"about_ca_system_score_gemma":0.0006902707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01635285,"about_ca_topic_score_gemma":0.02908402,"domain_scores_codex":[0.9997727,0.00004481095,0.00002449571,0.00002629887,0.00005592502,0.00007566323],"domain_scores_gemma":[0.9986663,0.0001253234,0.0005752004,0.00002221374,0.0001229018,0.0004880498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005869604,0.00001583588,0.9994099,0.000004769522,0.00001470193,0.00003158551,0.00001404013,0.00001793036,0.00003695049,0.000003441083,0.00004830097,0.0003438783],"study_design_scores_gemma":[0.000003990671,0.0000522835,0.9996433,0.00000749698,0.00001072557,0.0001008267,0.00006237776,0.00005658648,0.00001078818,0.00001000039,0.00003985341,0.000001799828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991609,0.0003000836,0.00001843974,0.00009271356,0.000007077449,0.000004327678,0.0001635477,0.000001260421,0.0002517127],"genre_scores_gemma":[0.9995472,0.00009338419,0.00002256322,0.00002760031,0.00001144875,0.00000273316,0.0002484715,5.092626e-7,0.000046023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01635285,"threshold_uncertainty_score":0.03251529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330987600831091,"score_gpt":0.2663705785184486,"score_spread":0.2530607025101377,"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."}}