{"id":"W4313197652","doi":"10.2196/preprints.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 (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Lesbian; Queer; Social media; Framing (construction); Sociology; Gender studies; Psychology; Computer science; World Wide Web; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0004268124,0.0002036482,0.0001869725,0.001703582,0.0004095226,0.0008009623,0.0002062279,0.0002777085,0.001731995],"category_scores_gemma":[0.001592402,0.00009259332,0.0003781012,0.001892865,0.000251785,0.0006001928,0.0007938282,0.0002625763,0.0005526267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000386197,"about_ca_system_score_gemma":0.0002925754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02049998,"about_ca_topic_score_gemma":0.02754687,"domain_scores_codex":[0.9997954,0.00005217997,0.00002467764,0.0000472605,0.00004195562,0.00003862871],"domain_scores_gemma":[0.9992778,0.0003167313,0.0001918784,0.00004952239,0.00009616339,0.00006792395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005882067,0.0002103232,0.9125208,0.0004765399,0.0001694871,0.0006450922,0.005157493,0.002150334,0.004951906,0.0008835265,0.02593143,0.04631485],"study_design_scores_gemma":[0.00001227984,0.00005076454,0.9732781,0.00005287575,0.00005836736,0.0001648037,0.00793266,0.009751338,0.0008345082,0.0002730948,0.007567376,0.00002385063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795101,0.0001002076,0.0003582266,0.0002451031,0.00002243908,0.00003326766,0.01821193,0.00007633277,0.001442374],"genre_scores_gemma":[0.9613297,0.0001812207,0.001885319,0.00005966418,0.00005165194,0.0001064533,0.03496632,0.00002520471,0.001394405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02049998,"threshold_uncertainty_score":0.04076129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08836454774111153,"score_gpt":0.3791429604656861,"score_spread":0.2907784127245746,"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."}}