{"id":"W2967781477","doi":"10.2196/13619","title":"Influence of Enthusiastic Language on the Credibility of Health Information and the Trustworthiness of Science Communicators: Insights From a Between-Subject Web-Based Experiment","year":2019,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Credibility; Trustworthiness; Subject (documents); World Wide Web; Internet privacy; Psychology; Source credibility; Computer science; Health information; Public relations; Political science; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02492051,0.0005702472,0.00114055,0.0006839038,0.001464364,0.004771956,0.001028011,0.001933907,0.007671818],"category_scores_gemma":[0.07456134,0.0008461589,0.0007157135,0.0004542235,0.002769891,0.002043894,0.001734904,0.002167313,0.0007848421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008384782,"about_ca_system_score_gemma":0.0007793634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027427,"about_ca_topic_score_gemma":0.0008776815,"domain_scores_codex":[0.9825764,0.01226358,0.001004577,0.002037457,0.001576286,0.0005418353],"domain_scores_gemma":[0.703529,0.2686087,0.01541491,0.005815167,0.00295067,0.003681636],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1511702,0.1718353,0.2969674,0.003534939,0.00203225,0.00190626,0.1746932,0.00426467,0.1264835,0.00544369,0.001841255,0.05982739],"study_design_scores_gemma":[0.01936431,0.1435337,0.7581815,0.0003131559,0.001901881,0.0005076948,0.02476086,0.02127967,0.01833399,0.006162558,0.005122666,0.0005379816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980931,0.00001781447,0.0003421485,0.0000374929,0.00001226572,0.0002824888,0.00003363788,0.000009136711,0.001171929],"genre_scores_gemma":[0.9958319,0.00003361408,0.001799314,0.000137595,0.00003484162,0.001010888,0.0000701867,0.00002192711,0.001059895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9750795,"threshold_uncertainty_score":0.1317938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07609967874022514,"score_gpt":0.5271851737321843,"score_spread":0.4510854949919592,"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."}}