{"id":"W2813697625","doi":"10.1177/2168479018786481","title":"US Medical Information Websites Benchmarking: How Is the Industry Fairing in Usability?","year":2018,"lang":"en","type":"review","venue":"Therapeutic Innovation & Regulatory Science","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pfizer (Canada); TransCanada (Canada)","funders":"Pfizer","keywords":"Usability; Benchmarking; Certification; Social media; Web usability; Computer science; World Wide Web; Business; Marketing","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":[0.05384791,0.0007239449,0.003059061,0.008803574,0.001108714,0.009502156,0.003301848,0.003602949,0.004324865],"category_scores_gemma":[0.1113961,0.0005324883,0.001929577,0.01289939,0.004295623,0.00810226,0.003351295,0.003677095,0.0004559022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006287196,"about_ca_system_score_gemma":0.01652249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014113,"about_ca_topic_score_gemma":0.01760102,"domain_scores_codex":[0.964834,0.01806678,0.003374292,0.001967892,0.01086412,0.0008929558],"domain_scores_gemma":[0.8457615,0.1211026,0.01049347,0.002531541,0.01856572,0.001545282],"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":[0.0001037826,0.0001003543,0.003655082,0.02738787,0.0006248628,0.00004041355,0.00090428,0.0003001876,0.0001122541,0.02834769,0.01539049,0.9230328],"study_design_scores_gemma":[0.0001667206,0.000508528,0.03023501,0.2924758,0.003815616,0.0005931403,0.005072298,0.001591172,0.001095555,0.04553734,0.6186993,0.0002095647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001297936,0.9869938,0.0005862879,0.007865541,0.0004066675,0.00003278426,0.00005784275,0.00001129245,0.002747772],"genre_scores_gemma":[0.06383925,0.9243239,0.003337908,0.00640752,0.0008823862,0.0001363127,0.0001761457,0.0000308039,0.0008657997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05384791,"threshold_uncertainty_score":0.2847784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.123347125700011,"score_gpt":0.4164164695053982,"score_spread":0.2930693438053872,"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."}}