{"id":"W2809736248","doi":"10.1007/s00134-018-5266-x","title":"Increasing evidence-based interventions in patients with acute infections in a resource-limited setting: a before-and-after feasibility trial in Gitwe, Rwanda","year":2018,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Research Center of the College of Computer and Information Sciences, King Saud University; European Society of Intensive Care Medicine; Koning Boudewijnstichting; Hellman Foundation","keywords":"Medicine; Psychological intervention; Intervention (counseling); Emergency department; Clinical trial; Incidence (geometry); Randomized controlled trial; Emergency medicine; Pediatrics; Internal medicine; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003316156,0.0002301925,0.000560095,0.001263483,0.0002740941,0.00001158557,0.0001611477,0.0001589792,0.0002280265],"category_scores_gemma":[0.03806415,0.0001744585,0.00005149354,0.001727499,0.0006303833,0.0003079096,0.000141758,0.0008727421,0.00001711908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001259099,"about_ca_system_score_gemma":0.0008486418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005793242,"about_ca_topic_score_gemma":0.08005073,"domain_scores_codex":[0.9943484,0.002317849,0.001545258,0.0005650693,0.0005050368,0.0007183522],"domain_scores_gemma":[0.992602,0.003077102,0.0004262392,0.000412899,0.003216889,0.0002648919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01059475,0.00005055929,0.9468431,0.0001972593,0.00000747424,0.0000159472,0.04064297,7.836391e-7,0.000006119044,0.000007076594,0.0006169901,0.001016941],"study_design_scores_gemma":[0.04270381,0.003380764,0.9201044,0.01032867,0.00003229761,0.000002593974,0.02247146,0.00005015907,0.000002804315,0.00004453643,0.0007462692,0.0001322358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723153,0.00003729817,0.0001414101,0.02311783,0.0004079572,0.003737943,0.00006144706,0.00004097146,0.0001398505],"genre_scores_gemma":[0.9719241,0.000004716846,0.0001893932,0.02696409,0.0002110701,0.0006190973,0.00004264887,0.00002121857,0.00002371053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07425749,"threshold_uncertainty_score":0.9700387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2843370524905822,"score_gpt":0.5656014717048041,"score_spread":0.281264419214222,"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."}}