{"id":"W4283581032","doi":"10.14740/jocmr4741","title":"Association of Severe Obesity and Chronic Obstructive Pulmonary Disease With Pneumonia Following Non-Cardiac Surgery","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heritage College","funders":"","keywords":"Medicine; COPD; Pneumonia; Body mass index; Obesity; Intensive care unit; Internal medicine; Relative risk; Retrospective cohort study; Cardiac surgery; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001633884,0.0003621021,0.000347373,0.0007957447,0.0004270852,0.000633292,0.0004226734,0.0005654131,0.001677659],"category_scores_gemma":[0.005552634,0.000221586,0.001167821,0.0008254436,0.0003423876,0.0004390487,0.0009231454,0.001218394,0.000110775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000337555,"about_ca_system_score_gemma":0.0009836644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003860375,"about_ca_topic_score_gemma":0.006631812,"domain_scores_codex":[0.9987312,0.0004223934,0.000181374,0.0001738364,0.0002881791,0.0002031741],"domain_scores_gemma":[0.9908804,0.001535354,0.005232107,0.0003115798,0.0006649395,0.001375728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005595572,0.00002143786,0.9987524,0.00002416946,0.0001221086,0.00004032496,0.000009013989,0.00002825747,0.0000388658,0.00001044228,0.00006106251,0.0008359539],"study_design_scores_gemma":[0.000003854491,0.00006099361,0.9992211,0.000026028,0.00006760035,0.0002412919,0.0000552463,0.0001900834,0.00001474997,0.00002809048,0.0000872603,0.000003639911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995427,0.002944688,0.0001788236,0.0003824375,0.00004748479,0.00001660061,0.0002914002,0.000003947949,0.0007075661],"genre_scores_gemma":[0.9990599,0.0004854564,0.0001091891,0.0000550781,0.0000522649,0.000005983072,0.0001682036,0.000001222208,0.00006277581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003860375,"threshold_uncertainty_score":0.008640885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07976102195397133,"score_gpt":0.4199831892926472,"score_spread":0.3402221673386758,"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."}}