{"id":"W4392185714","doi":"10.1007/s10209-024-01097-z","title":"Evaluating webpage performance and web accessibility of Canadian universities’ mental health service webpages","year":2024,"lang":"en","type":"article","venue":"Universal Access in the Information Society","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Web page; World Wide Web; Web accessibility; Computer science; Service (business); Web service; Mental health; Web standards; Business; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006147396,0.0003462148,0.0005097348,0.005617218,0.002340764,0.004981972,0.001035396,0.0007714991,0.006045347],"category_scores_gemma":[0.05336756,0.0002608723,0.0008757305,0.007695385,0.001049203,0.002156324,0.001588385,0.0007837707,0.001059441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02126728,"about_ca_system_score_gemma":0.02284472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9306063,"about_ca_topic_score_gemma":0.9419768,"domain_scores_codex":[0.9927268,0.0007640878,0.0005371744,0.0004010303,0.004178086,0.001392842],"domain_scores_gemma":[0.942355,0.01241529,0.006368155,0.001328214,0.02924853,0.008284755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001533614,0.001320721,0.9196235,0.0002722977,0.0001802237,0.0001302387,0.006086762,0.001978588,0.0009580232,0.0009451464,0.006647904,0.06032294],"study_design_scores_gemma":[0.00002635912,0.0002624881,0.9888259,0.00006603012,0.00007476473,0.00002205001,0.003742062,0.002641892,0.0007399665,0.00009891276,0.003458882,0.00004071891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866837,0.000164057,0.0001364807,0.000187625,0.00001746386,0.0001128189,0.001653507,0.00005267277,0.0109917],"genre_scores_gemma":[0.9951718,0.0001032934,0.0004142154,0.00004678612,0.00001147304,0.00003893596,0.001367788,0.00002008545,0.002825483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06939369,"threshold_uncertainty_score":0.1543056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08407944352015237,"score_gpt":0.4532187959026144,"score_spread":0.3691393523824621,"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."}}