{"id":"W4387622216","doi":"10.2196/48710","title":"Public Perceptions About Monkeypox on Twitter: Thematic Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Monkeypox; Thematic analysis; Perception; Thematic map; Virology; World Wide Web; Geography; Sociology; Psychology; Computer science; Medicine; Cartography; Biology; Qualitative research; Social science; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.01655128,0.0004602719,0.0005848687,0.007104214,0.003469119,0.003504554,0.001114975,0.00101017,0.00263163],"category_scores_gemma":[0.03327731,0.0003236558,0.00060873,0.008747203,0.003665235,0.004461585,0.005016009,0.001183726,0.0003373224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003714096,"about_ca_system_score_gemma":0.002883974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005459523,"about_ca_topic_score_gemma":0.004963561,"domain_scores_codex":[0.9926056,0.004153833,0.0005333378,0.0005433352,0.00136897,0.0007950417],"domain_scores_gemma":[0.9708848,0.02230903,0.002272942,0.0005708699,0.003457054,0.0005051987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001369584,0.00004875405,0.02749846,0.0008885083,0.0000267403,0.0004758913,0.9460807,0.0001595397,0.002619573,0.003050729,0.001983211,0.017031],"study_design_scores_gemma":[0.000007229654,0.00003337122,0.02877029,0.0003200418,0.00001786831,0.0001031612,0.9575623,0.001127132,0.000606554,0.00143972,0.009984447,0.00002781806],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872574,0.0002440369,0.002486205,0.002256745,0.00005653198,0.0007198441,0.001316544,0.00002105109,0.005641557],"genre_scores_gemma":[0.9901292,0.000590078,0.003972861,0.0004586994,0.00007576017,0.001690425,0.001343646,0.000055134,0.001684222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01655128,"threshold_uncertainty_score":0.08753264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310120455065163,"score_gpt":0.4190079598051836,"score_spread":0.2879959142986673,"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."}}