{"id":"W2941175183","doi":"10.1002/aet2.10351","title":"Systematic Online Academic Resource (<scp>SOAR</scp>) Review: Renal and Genitourinary","year":2019,"lang":"en","type":"review","venue":"AEM Education and Training","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; McMaster University; University of Toronto","funders":"","keywords":"Soar; Resource (disambiguation); Social media; Computer science; Quality (philosophy); Emergency department; Medicine; World Wide Web; Artificial intelligence; 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":[],"consensus_categories":[],"category_scores_codex":[0.0165143,0.001310422,0.003774595,0.02510305,0.0009657256,0.00341766,0.001822683,0.001683336,0.05750868],"category_scores_gemma":[0.09601413,0.0006229099,0.001777323,0.03748744,0.001287241,0.003536777,0.00328936,0.001071434,0.007228796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004629663,"about_ca_system_score_gemma":0.02931901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005191277,"about_ca_topic_score_gemma":0.01681507,"domain_scores_codex":[0.9846898,0.004547169,0.005664796,0.0007198354,0.003955472,0.0004228313],"domain_scores_gemma":[0.8494568,0.08812062,0.03240704,0.0035357,0.02333829,0.003141459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002012977,0.00002639693,0.001229166,0.6953606,0.000641589,0.0003215513,0.0003944871,0.0001034493,0.001008742,0.001331557,0.1959121,0.1034691],"study_design_scores_gemma":[0.0002246386,0.0001814111,0.006725411,0.6815119,0.001836914,0.0005187994,0.0003684996,0.0002657535,0.0007109868,0.001734916,0.3058612,0.00005955469],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008635725,0.6860592,0.008096362,0.03953127,0.0110447,0.03731206,0.14448,0.002836552,0.06200417],"genre_scores_gemma":[0.04959054,0.7298291,0.03405616,0.03282333,0.01111997,0.04413115,0.07143807,0.001099635,0.02591202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05750868,"threshold_uncertainty_score":0.1923857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2796460431638453,"score_gpt":0.4897571624617591,"score_spread":0.2101111192979138,"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."}}