{"id":"W2056326279","doi":"10.1097/mcp.0000000000000052","title":"Community-acquired pneumonia","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Alberta Hospital","funders":"","keywords":"Medicine; Pneumonia; Community-acquired pneumonia; Intensive care medicine; MEDLINE; 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001226424,0.0008409458,0.00373273,0.001286406,0.0002735666,0.00001288293,0.000471288,0.0005491644,0.0002466297],"category_scores_gemma":[0.000445044,0.0005971113,0.0005747517,0.001235608,0.0004910438,0.00008356156,0.0002091026,0.00241723,0.0003373027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003525943,"about_ca_system_score_gemma":0.0004217745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000349914,"about_ca_topic_score_gemma":0.000001914602,"domain_scores_codex":[0.9952241,0.001265085,0.001755736,0.0005947264,0.0005654734,0.0005948805],"domain_scores_gemma":[0.9969574,0.0005250815,0.0005738929,0.001363137,0.0001186857,0.0004618111],"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":[0.00001332368,0.0006402981,0.0002533979,0.0824961,0.00007762676,0.00002610293,0.00008267602,3.707637e-7,0.00001090438,0.0001273454,0.005073782,0.9111981],"study_design_scores_gemma":[0.0006739671,0.0004468239,0.0006302415,0.1351718,0.0004665893,0.001096383,0.00004326477,0.00002317933,4.779094e-8,0.00005798248,0.8609808,0.0004088902],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009241189,0.979951,0.00003325372,0.0008007578,0.014105,0.001522826,0.00002917406,0.0001922143,0.0033566],"genre_scores_gemma":[0.00006592107,0.9934952,0.000004994029,0.0001254219,0.003946098,0.0004023731,0.001458003,0.0001211853,0.0003808559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9107892,"threshold_uncertainty_score":0.9998842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1949145675132641,"score_gpt":0.4539901169842319,"score_spread":0.2590755494709678,"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."}}