{"id":"W6976606766","doi":"10.60692/493b4-82s43","title":"The Effect of Antibiotic Exposure and Specimen Volume on the Detection of Bacterial Pathogens in Children With Pneumonia","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Literature Analysis and Criticism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sputum; Pneumonia; Antibiotics; Streptococcus pneumoniae; Blood culture; Pathogen; Microbiological culture; Sputum culture","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":[0.01096643,0.0004893445,0.0005511459,0.001055334,0.0001988287,0.0008535018,0.0007603608,0.0008883127,0.0006785988],"category_scores_gemma":[0.07017284,0.0004795934,0.001196816,0.0006437939,0.0009686351,0.001107007,0.0007505839,0.0007863194,0.0002396964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004840373,"about_ca_system_score_gemma":0.0003021706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009949617,"about_ca_topic_score_gemma":0.00133446,"domain_scores_codex":[0.9715409,0.01836432,0.001422333,0.002121082,0.005981038,0.000570352],"domain_scores_gemma":[0.8843015,0.09352697,0.01430495,0.003999063,0.002245049,0.001622396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004108667,0.0001847377,0.9682922,0.00009684314,0.0006802537,0.0002128428,0.000142133,0.0004246082,0.001858045,0.0000371222,0.000145216,0.02381735],"study_design_scores_gemma":[0.00003105723,0.00308826,0.9930812,0.00002388425,0.0003089666,0.0007544882,0.00005485067,0.0008631897,0.00148925,0.00004081376,0.0002495241,0.00001462221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924228,0.005260884,0.001053455,0.0001573659,0.00004242343,0.00002886525,0.0001194983,0.00003905793,0.000875561],"genre_scores_gemma":[0.9978492,0.0005618752,0.001128347,0.0000749059,0.00006650887,0.00002206362,0.000121329,0.00001804938,0.0001577704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096643,"threshold_uncertainty_score":0.05799675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00679567149502918,"score_gpt":0.1903729040321586,"score_spread":0.1835772325371294,"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."}}