{"id":"W4387384042","doi":"10.48083/pgwg4918","title":"Harm Related to Social Media Misinformation on Pelvic Organ Prolapse in YouTube, Instagram, and Pinterest Posts","year":2023,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Harm; Social media; Categorization; Psychology; Internet privacy; Medicine; Advertising; Social psychology; Computer science; Business; Computer security; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001759702,0.0002550169,0.0002211757,0.002403602,0.0009350133,0.001218754,0.0002729378,0.0005356945,0.004191365],"category_scores_gemma":[0.01946573,0.0001340906,0.0004245494,0.001363351,0.0005558179,0.001743161,0.001735572,0.0006456844,0.0004851974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009663791,"about_ca_system_score_gemma":0.0008038561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006054241,"about_ca_topic_score_gemma":0.01271803,"domain_scores_codex":[0.9974666,0.001057097,0.0003648093,0.0001452911,0.0007371182,0.0002290813],"domain_scores_gemma":[0.9748887,0.01156604,0.01039392,0.0005463689,0.001939447,0.0006656568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004032802,0.0001898168,0.9220668,0.0008484691,0.0001507857,0.0004679467,0.0110521,0.0002015752,0.0005667806,0.0005915606,0.002530934,0.06092992],"study_design_scores_gemma":[0.000009655988,0.0002619582,0.9776854,0.0005769297,0.0001062697,0.0007421098,0.01371576,0.0006212877,0.0006137017,0.0003612876,0.005265396,0.00004032451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881016,0.0008356095,0.000372448,0.0009908035,0.00004778274,0.0001474476,0.002522744,0.00001307685,0.006968467],"genre_scores_gemma":[0.9950777,0.001170788,0.0005688649,0.0003008346,0.0001112313,0.0001490323,0.0009681146,0.000008499875,0.001644795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006054241,"threshold_uncertainty_score":0.01402152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1435068486473844,"score_gpt":0.434383642554944,"score_spread":0.2908767939075596,"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."}}