{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000379086,0.0001622135,0.0005429057,0.0007012804,0.0001557302,0.000008117054,0.0000918414,0.0003379999,0.0001855108],"category_scores_gemma":[0.001245413,0.0001266986,0.0002041319,0.0001988738,0.000377915,0.00003458016,0.00001029702,0.0002991679,0.000004253895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000245625,"about_ca_system_score_gemma":0.002674253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1984913,"about_ca_topic_score_gemma":0.4272655,"domain_scores_codex":[0.9985895,0.0001608996,0.0005181726,0.0001916792,0.0000453506,0.0004943814],"domain_scores_gemma":[0.9972113,0.0002832229,0.0001894646,0.0001235833,0.0001396811,0.002052739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003740231,0.000139517,0.9266565,0.00003819866,0.0001137975,0.00006841566,0.00004546406,0.000004209564,0.06681456,0.0001793318,0.000907201,0.004995394],"study_design_scores_gemma":[0.003419533,0.002005631,0.9594406,0.0003724608,0.0002774623,0.004454218,0.00002474334,0.00003376721,0.000569676,0.0001364244,0.02903498,0.0002304275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954394,0.0006560751,0.000009439134,0.002881416,0.0003175005,0.0003062492,0.0002394377,0.000008460741,0.0001420081],"genre_scores_gemma":[0.9976202,0.0007263814,0.000006825891,0.001294381,0.0002300255,0.0000212487,0.00006776664,0.00001431276,0.00001891889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2287742,"threshold_uncertainty_score":0.806846,"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."}}