{"id":"W6908630412","doi":"10.25916/sut.26215673","title":"Presenting evidence to patients online: what do web users think of consumer summaries of Cochrane musculoskeletal reviews?","year":2024,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Usability; Health care; Alliance; MEDLINE; Systematic review; Decision aids; Process (computing); Patient satisfaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006993971,0.0002678934,0.0009617385,0.002294264,0.0006479468,0.00003567881,0.001412824,0.0006035884,0.001386691],"category_scores_gemma":[0.008040982,0.0002498045,0.000268883,0.0036077,0.001110911,0.002930375,0.001471142,0.00214389,0.0001626576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003406694,"about_ca_system_score_gemma":0.001284387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009032509,"about_ca_topic_score_gemma":0.0002462778,"domain_scores_codex":[0.9943122,0.001030692,0.001899027,0.0006016277,0.001186143,0.0009703293],"domain_scores_gemma":[0.9928848,0.001882546,0.0007008685,0.00122928,0.003014153,0.0002883118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001192173,0.0009896476,0.6250946,0.0408015,0.0003803906,0.00003424797,0.02070967,0.00001185423,0.004296849,0.005885289,0.05676333,0.2438404],"study_design_scores_gemma":[0.004725012,0.002261097,0.08611125,0.09459095,0.0002981648,0.00000417296,0.08480256,0.002216303,0.003175528,0.003397776,0.7172468,0.001170392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773262,0.01497067,0.0001052874,0.003478982,0.0004107991,0.002472721,0.0001727455,0.0001714857,0.0008911624],"genre_scores_gemma":[0.9528081,0.04256075,0.003457658,0.00008815237,0.000053343,0.00001009779,0.00005350037,0.00002478962,0.0009435885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6604835,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08458869226970527,"score_gpt":0.4678804715150728,"score_spread":0.3832917792453676,"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."}}