{"id":"W2105025948","doi":"10.2196/jmir.1191","title":"An International Comparison of Web-based Reporting About Health Care Quality: Content Analysis","year":2010,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Health care; Presentation (obstetrics); World Wide Web; Content analysis; Quality (philosophy); Internet privacy; Medicine; Business; Computer science; Political science; Sociology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07068083,0.0004241689,0.001211348,0.03953717,0.0007356594,0.004059318,0.001086309,0.0006558885,0.002357349],"category_scores_gemma":[0.1859448,0.0003377448,0.002240013,0.03377217,0.002037765,0.004156923,0.004154811,0.0007162105,0.0002588491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003261037,"about_ca_system_score_gemma":0.002953009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002471426,"about_ca_topic_score_gemma":0.002564426,"domain_scores_codex":[0.9365211,0.03483525,0.01318471,0.001879795,0.01267629,0.0009028006],"domain_scores_gemma":[0.6855368,0.2259367,0.03384589,0.00648904,0.04636404,0.001827511],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002565962,0.0006012846,0.6185526,0.01380486,0.00275661,0.0003123041,0.09446929,0.001043768,0.002683593,0.004567027,0.004184543,0.2544582],"study_design_scores_gemma":[0.000136986,0.0007553275,0.9211836,0.004024888,0.0009440253,0.000283847,0.05654573,0.002337192,0.001482026,0.001074363,0.01110533,0.000126752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593111,0.004841411,0.007594215,0.0005982385,0.0001822716,0.003522188,0.005607642,0.0001306357,0.01821229],"genre_scores_gemma":[0.9735,0.002474428,0.01463749,0.0001996818,0.00009651596,0.003709691,0.004441206,0.00009239916,0.0008487029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9293191,"threshold_uncertainty_score":0.3738005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.408979246771412,"score_gpt":0.6803836816445119,"score_spread":0.2714044348731,"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."}}