{"id":"W3025248105","doi":"10.1136/bmjopen-2020-038300","title":"Bacteremia Antibiotic Length Actually Needed for Clinical Effectiveness (BALANCE) randomised clinical trial: study protocol","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Columbian Hospital; Kingston General Hospital; Health Sciences Centre; McMaster University; Dalhousie University; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Health Research Council of New Zealand; Groupe canadien de recherche en soins intensifs; Ontario Ministry of Health and Long-Term Care; Canadian Institutes of Health Research; Canadian Frailty Network; Association of Medical Microbiology and Infectious Disease Canada","keywords":"Medicine; Bacteremia; Antibiotics; Intensive care medicine; Vancomycin; Internal medicine; Endocarditis; Clinical trial; Staphylococcus aureus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01912286,0.007487374,0.01196757,0.001877532,0.001931241,0.005763462,0.002946105,0.008114712,0.09365709],"category_scores_gemma":[0.02594564,0.002667045,0.005400982,0.002302979,0.00376244,0.003748573,0.002050091,0.006169629,0.01465723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00406022,"about_ca_system_score_gemma":0.01133048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567304,"about_ca_topic_score_gemma":0.003620569,"domain_scores_codex":[0.9855689,0.008820307,0.001599877,0.00143218,0.001196726,0.00138197],"domain_scores_gemma":[0.9909197,0.002683147,0.002573898,0.0008732146,0.001428527,0.001521586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8889262,0.003296324,0.0005892352,0.05461433,0.003320537,0.0001945088,0.0002479251,0.001541388,0.00115245,0.004068812,0.02146327,0.0205851],"study_design_scores_gemma":[0.9587727,0.009616997,0.0007688745,0.005446176,0.001276071,0.00005841807,0.00005640828,0.0009946265,0.0002973609,0.002650506,0.01999063,0.00007123735],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004058266,0.001989812,0.00229262,0.0006706262,0.001156511,0.9829354,0.003948037,0.000179659,0.002768891],"genre_scores_gemma":[0.006367841,0.0007134817,0.002073719,0.0005162806,0.0001928514,0.9882281,0.0005501642,0.00001651848,0.001341004],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09365709,"threshold_uncertainty_score":0.3133142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3207127429872727,"score_gpt":0.5472093315049643,"score_spread":0.2264965885176916,"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."}}