{"id":"W2109626958","doi":"10.1016/s0140-6736(12)61266-5","title":"Acute pneumonia and the cardiovascular system","year":2013,"lang":"en","type":"review","venue":"The Lancet","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":413,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pneumonia; Intensive care medicine; Disease; Complication; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006431322,0.0002613864,0.002603017,0.0000429395,0.0002279749,0.00005276694,0.0002634619,0.0001681762,0.000009998631],"category_scores_gemma":[0.00003162757,0.0000917513,0.0008713168,0.0001673371,0.0002446827,0.00002135064,0.00009541515,0.000584746,0.0003439519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005416005,"about_ca_system_score_gemma":0.00009036456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002328213,"about_ca_topic_score_gemma":8.162244e-7,"domain_scores_codex":[0.9986365,0.0004091006,0.0002805154,0.0002175976,0.0002130772,0.000243163],"domain_scores_gemma":[0.9982672,0.0001670371,0.0001249807,0.001334924,0.00003876745,0.00006708191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000197479,0.00001857505,0.00002084307,0.04231269,0.0130353,0.0001264185,0.0001552819,8.957934e-7,0.000007044821,0.003841602,0.01165951,0.9288021],"study_design_scores_gemma":[0.0007853949,0.00001915638,0.0000271886,0.004246078,0.009298765,0.002342071,0.00001636912,0.000005961402,1.723739e-7,0.000009391039,0.9831423,0.0001071158],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002972431,0.9908224,0.000009297642,0.001139255,0.0003700758,0.001545778,0.00002988816,0.0001061133,0.00594742],"genre_scores_gemma":[0.00009491652,0.9963431,0.000005178267,0.0003450275,0.001915586,0.0004413208,0.000009121616,0.00003654668,0.0008092045],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9714828,"threshold_uncertainty_score":0.442092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05517637562255533,"score_gpt":0.3161885073018365,"score_spread":0.2610121316792811,"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."}}