{"id":"W3163963950","doi":"10.1111/liv.14969","title":"A Twitter discourse analysis of negative feelings and stigma related to NAFLD, NASH and obesity","year":2021,"lang":"en","type":"article","venue":"Liver International","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"European Social Fund","keywords":"Stigma (botany); Fatty liver; Feeling; Weight stigma; Obesity; Steatohepatitis; Social media; Medicine; Social stigma; Psychology; Disease; Social psychology; Psychiatry; Internal medicine; Computer science; Overweight; World Wide Web; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001312126,0.0003190776,0.0002678917,0.003429818,0.001086515,0.001266136,0.0002723548,0.000461836,0.002795781],"category_scores_gemma":[0.00627387,0.0001056777,0.0002781386,0.002693941,0.0005202162,0.001808297,0.001203173,0.0004456328,0.0008272573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128979,"about_ca_system_score_gemma":0.0006504993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004306636,"about_ca_topic_score_gemma":0.006041781,"domain_scores_codex":[0.9992489,0.0003378413,0.00008668353,0.0000863614,0.0001585672,0.00008153429],"domain_scores_gemma":[0.9948905,0.003390179,0.0006352374,0.0001068315,0.0008078668,0.000169366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002332703,0.0004480249,0.3020974,0.005474975,0.0001091749,0.003722519,0.4005471,0.001300932,0.0487815,0.006512485,0.03788938,0.1907838],"study_design_scores_gemma":[0.00005272346,0.0003138419,0.5243134,0.001246305,0.0001454017,0.0008495566,0.3535608,0.01482544,0.01195185,0.002850324,0.08976071,0.0001296237],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804426,0.0003043873,0.001434797,0.001130756,0.00007546432,0.0002378175,0.008001215,0.00007435786,0.00829854],"genre_scores_gemma":[0.9782963,0.0005016628,0.005577109,0.0003106414,0.0001085663,0.0006609938,0.01011018,0.00006094705,0.004373615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004306636,"threshold_uncertainty_score":0.009352863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04840016298159176,"score_gpt":0.4456727439107525,"score_spread":0.3972725809291607,"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."}}