{"id":"W2043127564","doi":"10.1002/ppul.20451","title":"Comparison of throat swabs and nasopharyngeal suction specimens in non‐sputum‐producing patients with cystic fibrosis","year":2006,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Moraxella catarrhalis; Medicine; Throat; Sputum; Streptococcus pneumoniae; Haemophilus influenzae; Suction; Cystic fibrosis; Microbiology; Airway; Staphylococcus epidermidis; Staphylococcus aureus; Internal medicine; Surgery; Pathology; Antibiotics; Tuberculosis; Bacteria; Biology","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":[0.001296842,0.0004942366,0.00074969,0.001169994,0.0005422803,0.0009866524,0.0003929987,0.001100412,0.0009497002],"category_scores_gemma":[0.008547126,0.0007067224,0.0004687023,0.0008235972,0.0007105684,0.0009757566,0.0005625511,0.0007825728,0.0004179653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004563055,"about_ca_system_score_gemma":0.0004031002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002197811,"about_ca_topic_score_gemma":0.002059881,"domain_scores_codex":[0.998792,0.0003831587,0.0001800363,0.0001883841,0.0002402285,0.0002161927],"domain_scores_gemma":[0.9930409,0.00323411,0.001944985,0.0002504483,0.0005010929,0.001028462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000386568,0.00005203282,0.9973374,0.00001831764,0.00001916321,0.0003921657,0.0002131257,0.00002480453,0.0005166487,0.000005750434,0.00002528174,0.001008665],"study_design_scores_gemma":[0.00001589716,0.0009777367,0.9968973,0.000007246597,0.00001845938,0.001349762,0.0003698014,0.0001023204,0.0001897387,0.000008124446,0.00005806603,0.000005337678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996383,0.0001871881,0.00002890562,0.000008457962,0.000003479586,0.000005349552,0.00003650881,0.00000183205,0.00008993711],"genre_scores_gemma":[0.99958,0.0001480211,0.00007825765,0.00001919813,0.000009536378,0.000009080604,0.0001112743,0.000001782924,0.00004294697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002197811,"threshold_uncertainty_score":0.006858468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008733877192765032,"score_gpt":0.2796943987092824,"score_spread":0.2709605215165174,"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."}}