{"id":"W1991747143","doi":"10.1136/bmj.g6906","title":"Authors' reply to Scheper and Lijfering","year":2014,"lang":"nl","type":"letter","venue":"BMJ","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Nitrofurantoin; Observational study; Confounding; Urinary system; Antibiotics; Medicine; Intensive care medicine; Internal medicine; Microbiology; Biology; Antibiotic resistance","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":[0.009075016,0.0009211659,0.002466669,0.001326455,0.003263253,0.004191302,0.003052375,0.05730397,0.009296024],"category_scores_gemma":[0.09181163,0.001247992,0.001747455,0.001643208,0.00434151,0.005668637,0.00215527,0.06127296,0.01085996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004557115,"about_ca_system_score_gemma":0.004917648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004385015,"about_ca_topic_score_gemma":0.004683156,"domain_scores_codex":[0.9908326,0.0031565,0.001344938,0.001111818,0.002865187,0.0006889116],"domain_scores_gemma":[0.9543386,0.02660377,0.003556409,0.001507408,0.01041986,0.003573868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000373446,0.000009328326,0.0002486097,0.00006429594,0.00001124577,0.0003066706,0.00008431151,0.00001571357,0.00003233629,0.0004853396,0.9964832,0.002221587],"study_design_scores_gemma":[0.0002075553,0.00008695453,0.00148472,0.0008505668,0.00006270014,0.002244143,0.0007213068,0.000302671,0.0003576332,0.006014864,0.9875009,0.0001660179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001261985,0.0008767659,0.00003282789,0.9765137,0.02195804,0.000006598299,0.00004595292,0.00002129762,0.0004187029],"genre_scores_gemma":[0.001388029,0.0005661351,0.00008632598,0.9712218,0.02533063,0.00003345896,0.0000195028,0.00001859945,0.001335465],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05730397,"threshold_uncertainty_score":0.04799384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251010057350666,"score_gpt":0.3160719248149542,"score_spread":0.2835618242414475,"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."}}