{"id":"W4293255125","doi":"10.2196/34525","title":"Factors Affecting Physicians’ Credibility on Twitter When Sharing Health Information: Online Experimental Study","year":2022,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credibility; Social media; Casual; Health care; Context (archaeology); Psychology; Medicine; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001636081,0.0001411216,0.000272661,0.0001324961,0.001216837,0.00005728757,0.0003465656,0.00005401194,0.0009220372],"category_scores_gemma":[0.0002646945,0.0001313446,0.00007230764,0.0001988849,0.00008450354,0.0006980323,0.0002862432,0.0004188819,0.0000221099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005812439,"about_ca_system_score_gemma":0.0001523573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227162,"about_ca_topic_score_gemma":0.0001521618,"domain_scores_codex":[0.9979439,0.0005521072,0.0005148887,0.0001733671,0.0003941379,0.0004215781],"domain_scores_gemma":[0.9990181,0.0001938026,0.0003611672,0.0002568927,0.0000382974,0.0001316897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004330898,0.0005839454,0.1069299,0.000008570366,0.00001448092,2.935173e-7,0.8810309,0.001023007,0.000003746159,0.001302156,0.007158372,0.001901332],"study_design_scores_gemma":[0.000613189,0.001180958,0.3095467,0.000007243837,0.000002226914,5.7914e-7,0.6739754,0.000577795,0.00001359449,0.0002342485,0.01365868,0.0001894065],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895077,0.000008945943,0.00003699751,0.00177516,0.0004976455,0.000939709,0.00002199544,0.0001572714,0.007054552],"genre_scores_gemma":[0.9904373,9.834598e-7,0.00004990227,0.009157944,0.0001293985,0.0000321534,0.00006505005,0.000005327468,0.000121935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2070555,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1619472445778728,"score_gpt":0.4397452023845747,"score_spread":0.2777979578067019,"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."}}