{"id":"W2213255854","doi":"10.1155/2014/757963","title":"Real‐Time Polymerase Chain Reaction for Microbiological Diagnosis of Parapneumonic Effusions in Canadian Children","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McMaster University","funders":"Physicians' Services Incorporated Foundation","keywords":"Polymerase chain reaction; Medicine; Biology; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001932774,0.0004327662,0.0004431245,0.001518714,0.0008228736,0.0006679053,0.0008115604,0.0003457527,0.001230511],"category_scores_gemma":[0.004662407,0.0002393242,0.0003201212,0.001392129,0.0005516215,0.0002127755,0.0003429258,0.0005066024,0.0002209423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00866408,"about_ca_system_score_gemma":0.01312322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7803847,"about_ca_topic_score_gemma":0.8827998,"domain_scores_codex":[0.9971238,0.0003118275,0.0001861396,0.0003294265,0.001763336,0.0002854858],"domain_scores_gemma":[0.9967009,0.000486158,0.0006149752,0.00007228609,0.001923518,0.0002021202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004999754,0.0001643225,0.8608754,0.0007348874,0.0000952228,0.00157023,0.001687319,0.0007475164,0.03864124,0.0002950336,0.002621809,0.09206685],"study_design_scores_gemma":[0.00006188192,0.000438334,0.972195,0.0001829525,0.0001280007,0.002765763,0.001380146,0.003160939,0.00979151,0.00006259518,0.00977688,0.00005586712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709499,0.01004733,0.00739467,0.0008129344,0.0001262735,0.0006759056,0.002347432,0.0001905554,0.007455009],"genre_scores_gemma":[0.9662722,0.003917662,0.02668846,0.0003900259,0.00003751343,0.000213974,0.001207449,0.00002023736,0.001252447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2196153,"threshold_uncertainty_score":0.4418172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004464306477098898,"score_gpt":0.2321478927650615,"score_spread":0.2276835862879626,"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."}}