{"id":"W4367314599","doi":"10.1038/s41597-023-02104-3","title":"Network Analysis of Academic Medical Center Websites in the United States","year":2023,"lang":"en","type":"article","venue":"Scientific Data","topic":"Web visibility and informetrics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Office of Science; U.S. Department of Energy","keywords":"Centrality; Computer science; World Wide Web; Network analysis; Data science; Identification (biology); Health care; Key (lock); Web resource; Resource (disambiguation); Information retrieval; Web page; Computer security; Computer network; Political science; Engineering","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0005305024,0.0001327654,0.0001440986,0.006472495,0.0004716549,0.0006986241,0.0001855183,0.0001767376,0.002558716],"category_scores_gemma":[0.004481987,0.00008436948,0.0001984656,0.008672968,0.0001805466,0.0007063174,0.0003834948,0.0001553149,0.0003109302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009612083,"about_ca_system_score_gemma":0.0006000166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02878248,"about_ca_topic_score_gemma":0.03929596,"domain_scores_codex":[0.9994947,0.0001924264,0.00004076257,0.00007893881,0.0001428063,0.0000503558],"domain_scores_gemma":[0.9963855,0.001998731,0.0008140567,0.0001217639,0.0005010429,0.0001789866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003134085,0.0002115854,0.819736,0.0006347093,0.0002486859,0.0007835701,0.002941448,0.02111889,0.003421032,0.009455852,0.01790121,0.1232335],"study_design_scores_gemma":[0.00001262194,0.0001116559,0.9115244,0.00009695651,0.00006899588,0.0005796379,0.003705694,0.06087396,0.001551979,0.002857002,0.01859571,0.00002134463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762402,0.0006547783,0.002316179,0.0002913019,0.00001226763,0.0000513344,0.008781478,0.0001841976,0.01146835],"genre_scores_gemma":[0.9871501,0.0003903017,0.003430474,0.00002392044,0.000007608004,0.00003670693,0.007422624,0.00001677133,0.001521529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9935275,"threshold_uncertainty_score":0.05722994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09259889426856219,"score_gpt":0.3414616540816818,"score_spread":0.2488627598131196,"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."}}