{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04472983,0.0003978441,0.001125245,0.003886791,0.002188378,0.01141483,0.001042909,0.00473507,0.00388114],"category_scores_gemma":[0.3126488,0.0007705674,0.0013743,0.003793639,0.003014029,0.01266372,0.003977038,0.005241427,0.001117398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003478103,"about_ca_system_score_gemma":0.004285794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003621147,"about_ca_topic_score_gemma":0.005657577,"domain_scores_codex":[0.9554952,0.02970258,0.006896962,0.001055466,0.006034093,0.0008156687],"domain_scores_gemma":[0.7668048,0.1724019,0.03165734,0.003142813,0.0155765,0.01041653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001244719,0.0004054538,0.1906538,0.00703357,0.0009384333,0.001337441,0.2404909,0.0003381374,0.001389743,0.003635688,0.1322751,0.4202571],"study_design_scores_gemma":[0.0006608081,0.002189302,0.1440539,0.01683885,0.001152471,0.009996296,0.506291,0.002387391,0.0009295128,0.0135557,0.3008328,0.001111937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4922448,0.08645359,0.006554418,0.3872821,0.002036343,0.0009474118,0.001166576,0.0003191924,0.02299559],"genre_scores_gemma":[0.7965111,0.0626622,0.0192654,0.1145111,0.00321255,0.0006969147,0.0008235786,0.0001878003,0.002129378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04472983,"threshold_uncertainty_score":0.2365568,"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."}}