{"id":"W4410281473","doi":"10.2196/65569","title":"Digital Informed Consent/Assent in Clinical Trials Among Pregnant Women, Minors, and Adults: Multicountry Cross-Sectional Evaluation of Comprehension and Satisfaction","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Informed consent; Comprehension; Family medicine; Psychology; Medicine; Alternative medicine; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07886798,0.000326325,0.0008541571,0.001772155,0.0009875143,0.001864863,0.0006473295,0.0009473021,0.001585059],"category_scores_gemma":[0.1458134,0.0005164088,0.001308565,0.001527493,0.001384263,0.001786664,0.002000516,0.001146347,0.0003291351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001358091,"about_ca_system_score_gemma":0.002574898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008820305,"about_ca_topic_score_gemma":0.001188759,"domain_scores_codex":[0.9355548,0.04657616,0.009632756,0.001751865,0.005381484,0.001102843],"domain_scores_gemma":[0.8548012,0.07314497,0.05329663,0.005386443,0.01008433,0.003286391],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001513268,0.001508249,0.8793496,0.002071204,0.0006395418,0.0004271434,0.03916154,0.0002227373,0.0009420246,0.0003644108,0.0017777,0.07202265],"study_design_scores_gemma":[0.0003223357,0.005331763,0.9518166,0.001145231,0.0002700855,0.001600616,0.03121948,0.001285933,0.0009233441,0.0003993383,0.005595291,0.00009003953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939329,0.001012606,0.0008380351,0.0005006103,0.00002029608,0.002237778,0.0002641531,0.00001465438,0.001179034],"genre_scores_gemma":[0.9927724,0.0008152537,0.002469656,0.0005395239,0.00003460655,0.002913689,0.0002626219,0.000007224407,0.0001850795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.921132,"threshold_uncertainty_score":0.4170987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5257030890369001,"score_gpt":0.6315946294209825,"score_spread":0.1058915403840824,"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."}}