{"id":"W2026217124","doi":"10.1016/s2213-2600(13)70013-4","title":"Acute antibiotic use in cystic fibrosis clinical trials: does it affect our assessment of clinical efficacy?","year":2013,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Cystic fibrosis; Exacerbation; Clinical trial; Intensive care medicine; Context (archaeology); Idiopathic pulmonary fibrosis; Internal medicine; Lung","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7002181,0.001920386,0.01338904,0.005416501,0.003066165,0.01664246,0.007671462,0.01299763,0.005708898],"category_scores_gemma":[0.8954069,0.004044918,0.01169423,0.009566404,0.01507914,0.01802744,0.007012499,0.01426594,0.001562828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008233006,"about_ca_system_score_gemma":0.00934706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003471672,"about_ca_topic_score_gemma":0.007303497,"domain_scores_codex":[0.1275791,0.6808855,0.1255847,0.01270407,0.0507111,0.002535512],"domain_scores_gemma":[0.02607283,0.8607584,0.06941479,0.02341699,0.01795593,0.002380996],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03262717,0.001018757,0.2330081,0.05430284,0.1289434,0.0004851497,0.008872992,0.00409141,0.001301481,0.02915255,0.06553897,0.4406572],"study_design_scores_gemma":[0.03069482,0.02355643,0.4676354,0.09853608,0.08015317,0.002005401,0.004432573,0.01440486,0.004591059,0.08274028,0.1890257,0.002224317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07638333,0.6176655,0.02921781,0.2175611,0.0302342,0.002836559,0.003179289,0.0003733204,0.0225489],"genre_scores_gemma":[0.7276621,0.07033642,0.0387253,0.1192877,0.0351368,0.005005251,0.001684809,0.0004417807,0.001719776],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2997819,"threshold_uncertainty_score":0.3696845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3065281681199395,"score_gpt":0.5574246392821087,"score_spread":0.2508964711621692,"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."}}