{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02660176,0.001207883,0.0006569968,0.005253733,0.008229144,0.02490688,0.001968131,0.008426206,0.02688761],"category_scores_gemma":[0.0643893,0.0006830687,0.001369333,0.001974999,0.01236158,0.03716071,0.01039195,0.006987872,0.01951951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002626574,"about_ca_system_score_gemma":0.004940441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151138,"about_ca_topic_score_gemma":0.00338093,"domain_scores_codex":[0.97104,0.01911832,0.001160265,0.001012934,0.006673147,0.0009953732],"domain_scores_gemma":[0.9401885,0.03969459,0.004057158,0.004251118,0.00624426,0.005564432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007143503,0.0003263791,0.004398283,0.00239177,0.0001052147,0.0008454743,0.03502681,0.0002720021,0.001663591,0.1550623,0.1764923,0.6233445],"study_design_scores_gemma":[0.00003905094,0.0001008903,0.001297727,0.004945992,0.00006006757,0.0008151822,0.01232585,0.0005168954,0.001171609,0.1310882,0.8475428,0.00009585625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01091094,0.03593069,0.05955488,0.5537872,0.0108648,0.001204455,0.000377473,0.001836003,0.3255337],"genre_scores_gemma":[0.3507578,0.09278055,0.2539782,0.1449079,0.02115774,0.004267009,0.0007080456,0.001888186,0.1295546],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02688761,"threshold_uncertainty_score":0.1406853,"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."}}