{"id":"W4408021048","doi":"10.1097/dss.0000000000004599","title":"Myth Versus Reality: A Review of Social Media Claims and Scientific Evidence for Arnica montana in Postinjectable Procedures","year":2025,"lang":"en","type":"review","venue":"Dermatologic Surgery","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Popularity; Social media; Medicine; Scientific literature; Scientific evidence; MEDLINE; Psychology; Political science; Social psychology; Botany","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00239679,0.0003552573,0.003639087,0.0008291791,0.0001098782,0.00002426067,0.0001554202,0.0004242111,0.00003371741],"category_scores_gemma":[0.02910216,0.0002793172,0.0007285415,0.001284151,0.0002608364,0.00009689409,0.00008961074,0.0003022194,0.000002258795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312092,"about_ca_system_score_gemma":0.002922005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001115257,"about_ca_topic_score_gemma":0.00003476728,"domain_scores_codex":[0.9968243,0.0003627276,0.001474368,0.0005805572,0.0003923464,0.0003657323],"domain_scores_gemma":[0.9870945,0.0114655,0.0006725813,0.0003417422,0.000331877,0.00009376648],"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":[0.0001412958,0.00007790094,0.0001500574,0.3845372,0.00006839239,0.00006938822,0.00004922433,2.996915e-9,3.939583e-7,0.0005014197,0.1966713,0.4177334],"study_design_scores_gemma":[0.0001388557,0.00001347543,0.00005674174,0.2441654,0.0003888071,0.00007887473,0.00002053603,0.000001295555,0.000004684089,0.00009535835,0.7548463,0.0001896079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003366872,0.9943469,0.00000838363,0.002533738,0.0005077804,0.001805739,0.00008607627,0.000101337,0.0005763927],"genre_scores_gemma":[0.0001561024,0.9977619,0.0001124079,0.0007840502,0.00002249921,0.0005939839,0.000401557,0.00002058402,0.0001468846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.558175,"threshold_uncertainty_score":0.9999659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2507136765992004,"score_gpt":0.4484889675556744,"score_spread":0.1977752909564741,"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."}}