{"id":"W2540925660","doi":"10.1093/cid/ciw609","title":"Something New for Community-Acquired Pneumonia?","year":2016,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juravinski Hospital; McMaster University","funders":"","keywords":"Medicine; Pneumonia; Community-acquired pneumonia; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006249059,0.001003482,0.001756903,0.0009503985,0.008308467,0.007698426,0.001890901,0.09217644,0.01547184],"category_scores_gemma":[0.04002647,0.00105138,0.001665159,0.0008054061,0.006334547,0.009254743,0.004901048,0.07019699,0.006756567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006251953,"about_ca_system_score_gemma":0.0110537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007184288,"about_ca_topic_score_gemma":0.01889907,"domain_scores_codex":[0.9942663,0.001911729,0.0007912393,0.0006228902,0.001416754,0.0009910678],"domain_scores_gemma":[0.9847314,0.005235398,0.001440354,0.0004946917,0.002151054,0.005947094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005533271,0.0000477167,0.001091994,0.0001267153,0.00002521457,0.004256879,0.0002903748,0.00006134757,0.0001429544,0.004662373,0.9788331,0.01040595],"study_design_scores_gemma":[0.0001744802,0.00009798434,0.001750017,0.001250523,0.00004857511,0.005499994,0.001234962,0.0003107955,0.0001175275,0.01689245,0.9725114,0.0001113914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001738104,0.002192972,0.00003276395,0.9793329,0.0160623,0.000004207081,0.00001043357,0.00000764397,0.002183017],"genre_scores_gemma":[0.002564021,0.001951326,0.0000965748,0.9314901,0.05884121,0.00001444346,0.00001254913,0.00001112048,0.005018663],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09217644,"threshold_uncertainty_score":0.05175847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098294265586056,"score_gpt":0.4104481873111038,"score_spread":0.3006187607524982,"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."}}