{"id":"W2067153891","doi":"10.1186/1471-2334-8-129","title":"Empyema associated with community-acquired pneumonia: A Pediatric Investigator's Collaborative Network on Infections in Canada (PICNIC) study","year":2008,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Ottawa; University of British Columbia; Izaak Walton Killam Health Centre; Stollery Children's Hospital; Alberta Children's Hospital; Hospital for Sick Children; University of Saskatchewan; University of Alberta; Children's Hospital of Eastern Ontario; University of Calgary; University of Toronto; Montreal Children's Hospital; Dalhousie University","funders":"Infectious Diseases Society of America","keywords":"Medicine; Empyema; Thoracentesis; Pneumonia; Lobar pneumonia; Epidemiology; Pediatric intensive care unit; Pediatrics; Incidence (geometry); Chest radiograph; Surgery; Intensive care medicine; Pleural effusion; Internal medicine; Lung","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":[0.001082417,0.0005384869,0.0007303349,0.001403673,0.001989175,0.001432908,0.001333029,0.0007096576,0.00126956],"category_scores_gemma":[0.003140254,0.000529314,0.0005854253,0.005140789,0.000560025,0.0006075067,0.001275795,0.001049165,0.000163716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009871161,"about_ca_system_score_gemma":0.01631697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8969362,"about_ca_topic_score_gemma":0.913193,"domain_scores_codex":[0.9985192,0.0001810338,0.0001196767,0.0001708088,0.0006024439,0.0004068543],"domain_scores_gemma":[0.9960115,0.0002070016,0.001142259,0.0001292371,0.001402891,0.001107239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004904465,0.0000318795,0.9979048,0.00003128258,0.0000384498,0.0001053371,0.0001821655,0.0000323868,0.00003195319,0.00005129801,0.0007649974,0.0007764032],"study_design_scores_gemma":[0.00001804468,0.0000270233,0.9986432,0.00005859342,0.00003021806,0.0001489097,0.0004876857,0.0001439927,0.00001496252,0.00001320144,0.000408986,0.000005236154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988669,0.001484288,0.0001041145,0.0003950932,0.00002599503,0.0002040585,0.006727598,0.00001028533,0.002379597],"genre_scores_gemma":[0.9930749,0.001556446,0.0002215766,0.000196163,0.00002743912,0.0000961432,0.004523651,0.000007284566,0.0002964655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1030638,"threshold_uncertainty_score":0.2073416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240870899067755,"score_gpt":0.2452931816759882,"score_spread":0.2228844726853106,"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."}}