{"id":"W6921308104","doi":"10.6084/m9.figshare.c.5624517","title":"Impact of a hospital-wide computerised approach to optimise the quality of antimicrobial prescriptions in patients with severe obesity: a quasi-experimental study","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antimicrobial stewardship; Antimicrobial; Medical prescription; Dosing; Interrupted time series; Retrospective cohort study; Defined daily dose","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01147187,0.0009754703,0.00096234,0.0006183208,0.001287322,0.001168318,0.001232293,0.00116971,0.003799226],"category_scores_gemma":[0.01699755,0.00088326,0.001528557,0.0005851092,0.00227941,0.001064984,0.001305415,0.001621081,0.0003143145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003559636,"about_ca_system_score_gemma":0.007049943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008377648,"about_ca_topic_score_gemma":0.009339429,"domain_scores_codex":[0.9888557,0.008159968,0.0006517807,0.000797425,0.0006885909,0.0008466542],"domain_scores_gemma":[0.9792848,0.009847484,0.004630176,0.0021836,0.001308353,0.002745708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1633351,0.7160785,0.05293739,0.001486557,0.0008845757,0.000198443,0.004771028,0.003685935,0.003832577,0.0006910791,0.001149256,0.05094958],"study_design_scores_gemma":[0.05807651,0.852946,0.07910521,0.0001295655,0.000372534,0.00004229473,0.001972213,0.004211578,0.001389103,0.0003342714,0.001327179,0.000093471],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996075,0.00005203202,0.0003584044,0.0001197894,0.00004762557,0.002969856,0.0001001542,0.00001157266,0.0002654832],"genre_scores_gemma":[0.9882901,0.00008470382,0.003461798,0.0001930337,0.0001175183,0.007344543,0.0001195594,0.000005107111,0.0003836614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01147187,"threshold_uncertainty_score":0.06066978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0314099361264624,"score_gpt":0.3008057559291638,"score_spread":0.2693958198027014,"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."}}