{"id":"W4361857034","doi":"10.2196/45108","title":"Mpox Panic, Infodemic, and Stigmatization of the Two-Spirit, Lesbian, Gay, Bisexual, Transgender, Queer or Questioning, Intersex, Asexual Community: Geospatial Analysis, Topic Modeling, and Sentiment Analysis of a Large, Multilingual Social Media Database","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada; International Development Research Centre; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Transgender; Queer; Lesbian; Social media; Sociology; Geospatial analysis; Gender studies; Psychology; Internet privacy; World Wide Web; Computer science; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004425748,0.0002402089,0.0001856305,0.002054327,0.0004371746,0.0008267447,0.0001931787,0.0002607609,0.0009611634],"category_scores_gemma":[0.001711945,0.00008787477,0.0003658663,0.001906368,0.000256179,0.0006607075,0.0008304983,0.0002507762,0.0003622056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004554885,"about_ca_system_score_gemma":0.0002890782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01824902,"about_ca_topic_score_gemma":0.02536331,"domain_scores_codex":[0.9997423,0.00006541935,0.0000298581,0.00005627337,0.00006182301,0.00004425747],"domain_scores_gemma":[0.9991708,0.0002867906,0.0002911255,0.00005841075,0.000115261,0.00007764536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003853793,0.0001347969,0.9482747,0.0002743685,0.0001136318,0.0005209377,0.003844774,0.00125864,0.00321552,0.0005129942,0.00861704,0.03284715],"study_design_scores_gemma":[0.00000716467,0.00004496036,0.9789718,0.00004338869,0.00004550037,0.0001832024,0.006729863,0.00844301,0.0006520776,0.0002026898,0.004658976,0.00001724859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908908,0.00008852291,0.0002590671,0.0001506414,0.00001362618,0.00002736428,0.007367499,0.00004047227,0.001162095],"genre_scores_gemma":[0.9839343,0.0001432812,0.001229401,0.00003883651,0.00003233655,0.0000652771,0.0137334,0.00001299481,0.0008101781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01824902,"threshold_uncertainty_score":0.03628558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1617091287714577,"score_gpt":0.4616346188217353,"score_spread":0.2999254900502777,"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."}}