{"id":"W2889573530","doi":"10.1111/resp.13398","title":"Bronchiectasis: Treatment decisions for pulmonary exacerbations and their prevention","year":2018,"lang":"en","type":"review","venue":"Respirology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Innovative Medicines Initiative; Medical Research Council Canada; Queensland Health; University of Kentucky","keywords":"Medicine; Bronchiectasis; Intensive care medicine; Perspective (graphical); Pulmonary disease; Clinical trial; Lung disease; Lung; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002552187,0.0003495463,0.001441638,0.0003541727,0.0001612202,0.00001746745,0.0001185505,0.0003371999,0.00009095855],"category_scores_gemma":[0.0009665145,0.0002184137,0.0004653072,0.0001972018,0.0002390112,0.00004386831,0.00008590658,0.000163398,0.00005788614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002285183,"about_ca_system_score_gemma":0.0004950517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007635239,"about_ca_topic_score_gemma":0.00004121253,"domain_scores_codex":[0.9981596,0.0002208329,0.00050852,0.0005920514,0.0001186618,0.0004003705],"domain_scores_gemma":[0.9969166,0.002066424,0.0001807645,0.0005391827,0.0001019479,0.0001951088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001468335,0.0001832989,0.000004320547,0.001888617,0.0002730009,0.000007834699,0.00001970153,8.66251e-8,0.00001364825,0.00008583054,0.0009232475,0.9964536],"study_design_scores_gemma":[0.0005846329,0.003749468,0.00005033657,0.003485546,0.0007517135,0.0004435688,0.00001295326,0.00003473594,0.000004296004,0.001347261,0.9893913,0.0001441837],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006985848,0.9944047,0.001373711,0.0001976078,0.000118433,0.003080035,0.0002071676,0.00004750105,0.000500966],"genre_scores_gemma":[0.00001790832,0.9914135,0.003031153,0.00002519459,0.0005321088,0.001759684,0.0004515527,0.00005761646,0.002711243],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9963094,"threshold_uncertainty_score":0.8906652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130740637174605,"score_gpt":0.4419278539625703,"score_spread":0.3111872167879653,"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."}}