{"id":"W1011638209","doi":"10.1155/2001/818305","title":"Appearances Can Be Deceiving: What Is the Diagnosis for this Community‐Acquired Pneumonia?","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Malaise; Vomiting; Nausea; Productive Cough; Pneumonia; Sputum; Presentation (obstetrics); Emergency department; Chest pain; Sputum culture; Community-acquired pneumonia; Surgery; Lung; Tuberculosis; Internal medicine; Pathology","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":[0.001196794,0.001644204,0.00170732,0.003635667,0.003905957,0.002865735,0.00255787,0.01065388,0.003330006],"category_scores_gemma":[0.009620527,0.00103738,0.001134841,0.002132248,0.003849883,0.008199136,0.001563774,0.006569385,0.002223985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002024681,"about_ca_system_score_gemma":0.002178452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009688925,"about_ca_topic_score_gemma":0.01061954,"domain_scores_codex":[0.9986498,0.0002228034,0.0001868258,0.0001575051,0.0003480305,0.0004352161],"domain_scores_gemma":[0.9975138,0.000506653,0.0004639265,0.00009829293,0.0006012594,0.0008161852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002866412,0.0003656695,0.1572774,0.0007974357,0.00007100488,0.769404,0.002363444,0.0002527754,0.001030358,0.00272117,0.02749143,0.03793859],"study_design_scores_gemma":[0.00004449741,0.0001532619,0.03515507,0.001238045,0.00006866936,0.9419636,0.007332917,0.0008831497,0.0001757673,0.003451467,0.009460006,0.00007352155],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3863809,0.1125289,0.006754371,0.4388005,0.009146166,0.0008318277,0.0004519945,0.0002761043,0.04482938],"genre_scores_gemma":[0.9085255,0.04285601,0.003196124,0.02957067,0.01253414,0.0001476134,0.000273959,0.00005516053,0.002840886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01065388,"threshold_uncertainty_score":0.01926506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751642441152869,"score_gpt":0.2596207773743006,"score_spread":0.2421043529627719,"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."}}