{"id":"W4306322252","doi":"10.2196/42759","title":"An Analysis of Information Sources of YouTube Videos Pertaining to Tattoo Removal: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Tattoo and Body Piercing Complications","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Misinformation; Social media; Health care; Medicine; Health professionals; Quality (philosophy); The Internet; Dermatology; World Wide Web; Computer science","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":[0.005535585,0.0002587077,0.0005790711,0.004228731,0.0009845106,0.001480996,0.0005106686,0.0007630796,0.002712962],"category_scores_gemma":[0.02596064,0.000528327,0.0005902079,0.003695329,0.0005570698,0.003010296,0.001497333,0.0007948936,0.0006017467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086993,"about_ca_system_score_gemma":0.001095509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007146,"about_ca_topic_score_gemma":0.01641104,"domain_scores_codex":[0.9964857,0.0009641561,0.0007185254,0.0005316645,0.0009187758,0.0003811428],"domain_scores_gemma":[0.9779139,0.008579521,0.008027435,0.0005694516,0.004022811,0.0008869111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009216442,0.0001674876,0.9896443,0.0002676173,0.00008090669,0.0001320023,0.005470003,0.00001375885,0.0001303806,0.00004866381,0.0005923242,0.003360387],"study_design_scores_gemma":[0.000009229441,0.0001780139,0.9809847,0.0002711604,0.00006394844,0.0003977865,0.01645296,0.0002319471,0.000100019,0.00002497288,0.001269747,0.00001550007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962218,0.0005085157,0.0001813283,0.0001123302,0.00001095726,0.0001996414,0.001942055,0.000004383204,0.000818943],"genre_scores_gemma":[0.9957739,0.0005929772,0.0004563963,0.0001656401,0.00001960211,0.0004840081,0.002086098,0.0000108041,0.0004105824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01007146,"threshold_uncertainty_score":0.02927536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324452880252896,"score_gpt":0.3845855132232044,"score_spread":0.3521402251979148,"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."}}