{"id":"W4415820014","doi":"10.1371/journal.pdig.0001067","title":"Video consent is preferred over written informed consent in pediatric rheumatology research","year":2025,"lang":"en","type":"article","venue":"PLOS Digital Health","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Informed consent; Comprehension; Preference; Randomized controlled trial; Patient satisfaction; Clinical trial","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003590897,0.0001982831,0.0007684888,0.00101077,0.000148843,0.0001076397,0.0003576445,0.0004713747,0.0001587403],"category_scores_gemma":[0.06473725,0.0001775163,0.0001111447,0.001401906,0.0006235795,0.0001665964,0.0005465425,0.003237167,0.0004053119],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000926979,"about_ca_system_score_gemma":0.02367752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008367582,"about_ca_topic_score_gemma":0.003352473,"domain_scores_codex":[0.9946482,0.0002973223,0.001447701,0.0006533843,0.001708787,0.001244667],"domain_scores_gemma":[0.9479493,0.04966067,0.0001426882,0.0008569987,0.0007385477,0.0006518165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009474945,0.001476238,0.8967484,0.01073843,0.00007517608,0.0000713297,0.0008804061,4.035053e-7,0.000004329333,0.01526519,0.07170309,0.002089476],"study_design_scores_gemma":[0.01571248,0.004063896,0.8045024,0.0103384,0.0000487299,0.00009890676,0.002334698,0.0005053422,0.0002386856,0.1390121,0.02246214,0.0006822674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8546851,0.001265822,0.0000096339,0.0688933,0.0001930796,0.001771781,0.00006707146,0.00009155686,0.07302268],"genre_scores_gemma":[0.9737912,0.01073291,0.0001068614,0.005336302,0.0000557908,0.0001117611,0.00004570033,0.00002733628,0.009792151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1237469,"threshold_uncertainty_score":0.9990624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5549627366893025,"score_gpt":0.6034009538607072,"score_spread":0.04843821717140473,"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."}}