{"id":"W4416632815","doi":"10.1056/evidra2500170","title":"Community-Acquired Pneumonia in Adults","year":2025,"lang":"en","type":"article","venue":"NEJM Evidence","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Pneumonia; Emergency department; Adverse effect; Public health; MEDLINE; Respiratory disease","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":[0.0002796677,0.00009913107,0.0001964449,0.0002030347,0.0001524683,0.0000145632,0.0001359267,0.00008569476,0.000040668],"category_scores_gemma":[0.0006040214,0.00008770587,0.00005816931,0.000588079,0.00008851513,0.0001347876,0.00007141413,0.0003403253,0.00009358113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009837924,"about_ca_system_score_gemma":0.0001612861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003344163,"about_ca_topic_score_gemma":0.0003637045,"domain_scores_codex":[0.9991653,0.0001656918,0.0002240239,0.0001410636,0.000118365,0.0001855427],"domain_scores_gemma":[0.9991506,0.0002339515,0.00003347747,0.0004451559,0.00007099226,0.00006587478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002298445,0.0004587387,0.752099,0.0006803959,0.00003606682,0.000114595,0.001311179,0.00002311427,0.2255319,0.0006642989,0.0024368,0.01641412],"study_design_scores_gemma":[0.0008122701,0.0002284214,0.9745745,0.004829904,0.00003145935,0.00003311312,0.0003104337,0.0001785913,0.002115349,0.0002195191,0.01656006,0.0001063797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827033,0.0005227621,0.00005177936,0.008387164,0.0002634279,0.000269362,0.000001151077,0.00009375915,0.007707268],"genre_scores_gemma":[0.9949748,0.0001862201,0.00003068991,0.003358215,0.00003489147,0.00004352488,0.000001484494,0.000006783036,0.001363384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2234165,"threshold_uncertainty_score":0.3576542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03700993221428068,"score_gpt":0.3477020447331585,"score_spread":0.3106921125188778,"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."}}