{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001128528,0.0005210974,0.000700822,0.0005993118,0.0001899186,0.0001303376,0.0002074202,0.0004888004,0.002007521],"category_scores_gemma":[0.0005370768,0.0005157894,0.0001586834,0.0002995074,0.00007806822,0.0001007316,0.0004014948,0.001552407,0.01727393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119285,"about_ca_system_score_gemma":0.00006648868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000233676,"about_ca_topic_score_gemma":0.000002575606,"domain_scores_codex":[0.9970323,0.0001712999,0.0007020662,0.0009105895,0.0005235427,0.0006602035],"domain_scores_gemma":[0.9977331,0.0001783994,0.0002252364,0.001422068,0.0001100962,0.0003310682],"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":[0.00005650551,0.0002038849,0.003897128,0.00086359,0.0002882423,0.000843592,0.0001498021,0.00001576047,0.00009366538,0.0001201971,0.9918336,0.001633977],"study_design_scores_gemma":[0.0006012106,0.001583593,0.01391392,0.001149045,0.0005299899,0.0004452137,0.00003706174,0.00009637107,0.00005715049,0.00002628885,0.9810233,0.0005368451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01314913,0.0002925364,0.001172957,0.8482004,0.003072362,0.00233809,0.000008385423,0.0002263605,0.1315398],"genre_scores_gemma":[0.01280972,0.00008601112,0.003742487,0.6663058,0.01645345,0.0003561137,0.00006717623,0.0001649145,0.3000143],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1818946,"threshold_uncertainty_score":0.9997294,"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."}}