{"id":"W2162983522","doi":"10.1186/s13063-015-0871-2","title":"Can an antimicrobial stewardship program reduce length of stay of immune-competent adult patients admitted to hospital with diagnosis of community-acquired pneumonia? Study protocol for pragmatic controlled non-randomized clinical study","year":2015,"lang":"en","type":"article","venue":"Trials","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Antimicrobial stewardship; Pneumonia; Randomized controlled trial; Intensive care medicine; Protocol (science); Community-acquired pneumonia; Clinical trial; Antimicrobial; Alternative medicine; Antibiotics; Internal medicine; Pathology; Antibiotic resistance","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02929341,0.006089583,0.0137985,0.00276137,0.002845,0.004485171,0.00358919,0.007902307,0.05012999],"category_scores_gemma":[0.03606371,0.002985133,0.007722343,0.003355237,0.004748594,0.004219347,0.00219922,0.005158985,0.007315648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005195107,"about_ca_system_score_gemma":0.01299053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003466601,"about_ca_topic_score_gemma":0.004975186,"domain_scores_codex":[0.9758562,0.01429238,0.003384951,0.002067754,0.002318349,0.002080346],"domain_scores_gemma":[0.9829125,0.005710806,0.003794408,0.002138252,0.003455708,0.001988256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9495609,0.01427382,0.001027655,0.01104032,0.002776639,0.0001352383,0.0002085607,0.00078129,0.0008252264,0.001200013,0.004149853,0.01402053],"study_design_scores_gemma":[0.9648927,0.02599033,0.001471454,0.001145799,0.0008034313,0.000026766,0.00009476638,0.0007155768,0.0003436007,0.001020395,0.003446994,0.00004827212],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004969277,0.0003168976,0.0008882818,0.0002078959,0.0003736328,0.991617,0.00102946,0.00005604644,0.0005414953],"genre_scores_gemma":[0.006354732,0.0001435049,0.002458698,0.0003024632,0.00008071407,0.9901688,0.000145523,0.00000691374,0.0003386593],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05012999,"threshold_uncertainty_score":0.1677015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08431538929209824,"score_gpt":0.4161914240465518,"score_spread":0.3318760347544535,"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."}}