{"id":"W2724733878","doi":"","title":"Upper airway viruses and bacteria and clinical outcomes in children with cough","year":2017,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Medicine; Chronic cough; Pediatrics; Airway; Cohort; Respiratory system; Respiratory tract infections; Cohort study; Internal medicine; Asthma; Anesthesia","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":[0.0007632745,0.000267393,0.0004044038,0.0007444872,0.0003935868,0.0007096336,0.0003418532,0.000517564,0.001763435],"category_scores_gemma":[0.00230807,0.0003112081,0.0005596288,0.0008297529,0.000404432,0.0006583494,0.0006094882,0.0007189,0.000269266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005783262,"about_ca_system_score_gemma":0.0005750969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006403175,"about_ca_topic_score_gemma":0.007070688,"domain_scores_codex":[0.9994783,0.0001101313,0.00005708785,0.0001019265,0.00009406023,0.0001585542],"domain_scores_gemma":[0.9981589,0.00030041,0.0008719818,0.00006755844,0.0001394047,0.0004617971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004488682,0.00001353824,0.9996086,0.000003712405,0.000007675684,0.00004608688,0.00002116699,0.00001019181,0.00003138701,0.000003780889,0.00003915411,0.0001697981],"study_design_scores_gemma":[0.000004903064,0.0000939562,0.9994304,0.000007458432,0.000009167758,0.0001921868,0.0001241314,0.00006339456,0.00001989849,0.000007139019,0.00004567467,0.000001735892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993448,0.000197531,0.00001733156,0.00002958664,0.000005725477,0.000004642774,0.0002528833,0.000001426097,0.0001461729],"genre_scores_gemma":[0.9994457,0.00008087507,0.00003007851,0.00001623925,0.00000909122,0.000009035986,0.0003403137,0.00000112346,0.00006759259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006403175,"threshold_uncertainty_score":0.01273179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963912935776112,"score_gpt":0.3316493050589011,"score_spread":0.3020101757011399,"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."}}