{"id":"W4376870977","doi":"10.1002/ueg2.12404","title":"How to use social media for scientific advocacy and personal branding","year":2023,"lang":"en","type":"article","venue":"United European Gastroenterology Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Social media; Public relations; Pleading; Dissemination; Value (mathematics); Medicine; Health care; Internet privacy; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003071224,0.0001141987,0.0001356477,0.0008963257,0.002791196,0.0007666296,0.0002442804,0.00005743774,0.00002284151],"category_scores_gemma":[0.008077352,0.0001208314,0.0000679533,0.0006253223,0.0005174317,0.0003297894,0.00006268048,0.0003129343,0.00002849338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130842,"about_ca_system_score_gemma":0.000178346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002664758,"about_ca_topic_score_gemma":0.0003129284,"domain_scores_codex":[0.9973269,0.001100609,0.0002322986,0.0002489246,0.0003309305,0.0007604122],"domain_scores_gemma":[0.9976121,0.001348703,0.000162168,0.00006295232,0.0003340457,0.0004800575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004301972,0.00006609767,0.4636977,0.00002497909,0.00005662767,0.00004768915,0.4580968,0.000004045617,0.000539326,0.0009852984,0.05839969,0.01765157],"study_design_scores_gemma":[0.001188937,0.0002106256,0.7657419,0.00003941639,0.00003703307,0.00003794242,0.03783631,0.00005394508,0.00000254631,0.0001941406,0.194532,0.0001252026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599662,0.000008262196,0.0006465407,0.03222779,0.00658532,0.0004021172,0.00001852712,0.00009126575,0.00005399036],"genre_scores_gemma":[0.9942913,0.00003652974,0.0007484158,0.0009508078,0.003605356,0.00003048654,0.00003974418,0.00003339778,0.000263929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202605,"threshold_uncertainty_score":0.998507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1595900661148808,"score_gpt":0.3577509118979917,"score_spread":0.1981608457831109,"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."}}