{"id":"W2504022832","doi":"10.1093/pm/pnw179","title":"Availability and Readability of Online Patient Education Materials Regarding Regional Anesthesia Techniques for Perioperative Pain Management","year":2016,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, San Diego; Hospital for Special Surgery; University of Minnesota; University of South Carolina; University of Ottawa; Baylor University; Cincinnati Children's Hospital Medical Center; Intermountain Healthcare; Massachusetts General Hospital; Wake Forest University; Brigham and Women's Hospital; Halyard Health; U.S. Department of Veterans Affairs","keywords":"Readability; Medicine; Perioperative; Anesthesiology; Anesthesia; Pain medicine; Medical education; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005242971,0.000349058,0.000402485,0.003275516,0.0002096641,0.001059188,0.0003759178,0.0003154649,0.006359065],"category_scores_gemma":[0.05341331,0.0001184403,0.0005826562,0.00146793,0.0002137281,0.001501829,0.001020635,0.0004604737,0.00114783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000319534,"about_ca_system_score_gemma":0.0003123203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003287475,"about_ca_topic_score_gemma":0.0005536494,"domain_scores_codex":[0.9966275,0.001319349,0.0007333586,0.000313809,0.000870546,0.0001353961],"domain_scores_gemma":[0.9390866,0.03781497,0.01475318,0.001538195,0.005717371,0.001089724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002990664,0.00127086,0.6647878,0.003248652,0.0003613573,0.0004263652,0.006357363,0.000988971,0.006268696,0.0003408639,0.008646891,0.3043115],"study_design_scores_gemma":[0.00006027889,0.001054883,0.9810198,0.0006159034,0.000170737,0.0006766918,0.001538401,0.002526476,0.0045971,0.0003355421,0.007341933,0.00006226161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890666,0.0004318606,0.002393316,0.0001675928,0.00003378986,0.0002533348,0.003309255,0.0002127269,0.004131582],"genre_scores_gemma":[0.9873847,0.0004131181,0.006776959,0.0001193883,0.00005650838,0.0004774572,0.003277611,0.00009573125,0.001398599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006359065,"threshold_uncertainty_score":0.02772784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04230728673739269,"score_gpt":0.417078960385138,"score_spread":0.3747716736477453,"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."}}