{"id":"W4213417183","doi":"10.1177/07067437221082854","title":"TikTok and Attention-Deficit/Hyperactivity Disorder: A Cross-Sectional Study of Social Media Content Quality","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":326,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; University of British Columbia; SickKids Foundation; Centre for Addiction and Mental Health","funders":"","keywords":"Social media; Misinformation; Upload; Health care; Internet privacy; Quality (philosophy); Medicine; Psychology; Mental health; Medical education; Psychiatry; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002320811,0.0002214162,0.0003635518,0.001843035,0.0006433851,0.001095134,0.0004072672,0.0006918015,0.001978662],"category_scores_gemma":[0.00943719,0.0004624215,0.0005698763,0.001487341,0.0003721927,0.001662384,0.0009338635,0.001006092,0.0003510398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005279457,"about_ca_system_score_gemma":0.0004036237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005696415,"about_ca_topic_score_gemma":0.005515828,"domain_scores_codex":[0.9984945,0.0003644804,0.0002861942,0.0002078076,0.0004651081,0.0001819605],"domain_scores_gemma":[0.9904171,0.002629733,0.004856921,0.0003046739,0.0009575969,0.0008338799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003326158,0.00009945398,0.9984192,0.00002824529,0.00003407117,0.00003493081,0.0004377974,0.000009725464,0.00006158224,0.00000762512,0.00007093482,0.0007632924],"study_design_scores_gemma":[0.000002745098,0.0001320254,0.9983373,0.00001838377,0.00002220659,0.0001578222,0.001098629,0.00007561991,0.00002531404,0.000008723272,0.0001169358,0.000004376333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986091,0.0002092516,0.00006188281,0.00007034493,0.000006177988,0.00006226518,0.0005001661,0.000003212828,0.0004776284],"genre_scores_gemma":[0.9988637,0.0002026967,0.0001723217,0.00006182962,0.00001359028,0.00007003301,0.0004103601,0.000003519032,0.0002020465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005696415,"threshold_uncertainty_score":0.01227379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309277425741096,"score_gpt":0.4074443836425444,"score_spread":0.2765166410684349,"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."}}