{"id":"W2179614744","doi":"10.1111/acem.12828","title":"Clinical Decision Rules for Diagnostic Imaging in the Emergency Department: A Research Agenda","year":2015,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Radiology practices and education","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institute of Biomedical Imaging and Bioengineering; Agency for Healthcare Research and Quality; U.S. Department of Health and Human Services","keywords":"Medicine; Emergency department; Medical physics; Health care; Clinical Practice; Consensus conference; Medical emergency; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5636736,0.002114266,0.005679756,0.01557859,0.005815709,0.02388487,0.01252966,0.01488206,0.00474606],"category_scores_gemma":[0.6711311,0.002226023,0.005505532,0.01147159,0.01321866,0.03020087,0.01120062,0.02156147,0.001686507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02068407,"about_ca_system_score_gemma":0.1342545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008475508,"about_ca_topic_score_gemma":0.009070115,"domain_scores_codex":[0.5448925,0.3480713,0.05308247,0.009409314,0.04035906,0.004185309],"domain_scores_gemma":[0.1024675,0.7552919,0.03133591,0.01744856,0.08734618,0.006109974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007382523,0.00176957,0.01487256,0.04047108,0.001057761,0.0004014509,0.01057417,0.01214643,0.0004323709,0.2073413,0.03392041,0.6762747],"study_design_scores_gemma":[0.0009120645,0.001704526,0.006512837,0.2056719,0.001341983,0.0006322604,0.02342789,0.0291388,0.001733928,0.5929286,0.1354022,0.0005930645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009758953,0.1298061,0.1593285,0.6785847,0.004751833,0.005062105,0.0004784122,0.0003199605,0.01190963],"genre_scores_gemma":[0.1587811,0.07098129,0.7164537,0.04067688,0.00414458,0.007703439,0.0007313798,0.00009253101,0.0004351667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5636736,"threshold_uncertainty_score":0.5380682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3636442430195952,"score_gpt":0.5738136554073917,"score_spread":0.2101694123877965,"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."}}