{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008256096,0.0003540039,0.0007671507,0.0008267558,0.0003854363,0.0002412175,0.0008217465,0.0006663574,0.0005272881],"category_scores_gemma":[0.0008854593,0.0002348721,0.0001342037,0.006076246,0.002107053,0.001130419,0.0002170539,0.001828334,0.0001007259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005495783,"about_ca_system_score_gemma":0.002669669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007298867,"about_ca_topic_score_gemma":0.00000202104,"domain_scores_codex":[0.9955061,0.0002290941,0.001220883,0.000484711,0.00200015,0.0005590764],"domain_scores_gemma":[0.9975255,0.0003203091,0.0006300092,0.0007598702,0.0006294285,0.0001348499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001360613,0.00004711828,0.0006293465,0.002559477,0.00003982551,0.00000230842,0.0005238978,3.291213e-7,0.00001674497,0.006284975,0.0001677189,0.9897146],"study_design_scores_gemma":[0.0003342225,0.00007617945,0.002910136,0.007236821,0.0001352516,0.0001164559,0.0002301362,0.001288249,0.00007945579,0.0004687293,0.9868051,0.0003193097],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06358254,0.9121513,0.0006106499,0.01177628,0.001750354,0.003414076,0.00002352064,0.0002551053,0.006436223],"genre_scores_gemma":[0.3752436,0.5747557,0.0003324951,0.04606991,0.002368874,0.0003005666,0.0001470282,0.00009257694,0.0006893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9893953,"threshold_uncertainty_score":0.9577805,"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."}}