{"id":"W2189083142","doi":"10.1371/journal.pone.0140029","title":"Preferences of Knowledge Users for Two Formats of Summarizing Results from Systematic Reviews: Infographics and Critical Appraisals","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta; Children's Health Research Institute; Canadian Institutes of Health Research; Women and Children's Health Research Institute; University of Ottawa","keywords":"Infographic; CLARITY; Critical appraisal; Excellence; Likert scale; Preference; Medical education; Psychology; Appeal; Medicine; Alternative medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"category_scores_codex":[0.1929749,0.0008687227,0.001814339,0.00854905,0.001259011,0.006855442,0.001217177,0.002812456,0.004228292],"category_scores_gemma":[0.5215846,0.000958468,0.004551488,0.003940268,0.001676214,0.00895349,0.004708717,0.00229625,0.0007170977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002995353,"about_ca_system_score_gemma":0.004313592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007481826,"about_ca_topic_score_gemma":0.001837643,"domain_scores_codex":[0.8128954,0.1178671,0.04246753,0.003271761,0.02137883,0.002119416],"domain_scores_gemma":[0.3573449,0.5208391,0.06958188,0.01370084,0.03182411,0.006709288],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01220157,0.0009483303,0.1535373,0.0390216,0.00433759,0.0007897621,0.09870949,0.001400081,0.005959229,0.002917409,0.02016595,0.6600118],"study_design_scores_gemma":[0.0111594,0.03057913,0.5032625,0.1116834,0.007546564,0.01052735,0.1778914,0.01381583,0.008051462,0.0302266,0.09195958,0.003296792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8662519,0.03448552,0.03156037,0.03293601,0.00143275,0.009241283,0.002397561,0.0007594227,0.0209353],"genre_scores_gemma":[0.8735035,0.01320115,0.09456062,0.006929887,0.001071882,0.008308295,0.001114245,0.0001601977,0.001150255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8070251,"threshold_uncertainty_score":0.9952056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6168679131450379,"score_gpt":0.5403223224853917,"score_spread":0.07654559065964617,"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."}}