{"id":"W3168387199","doi":"10.2196/29123","title":"Electronic Video Consent to Power Precision Health Research: A Pilot Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Biobank; Informed consent; Test (biology); Medicine; Usability; Family medicine; Medical education; Internet privacy; Psychology; Medical physics; Alternative medicine; Computer science; Pathology; Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.09494981,0.0002814163,0.0008855593,0.001389911,0.001173938,0.0002811689,0.0008675242,0.0002884423,0.001637751],"category_scores_gemma":[0.06469584,0.0002334543,0.0001680694,0.004892416,0.0009093232,0.0002530305,0.002491017,0.01304409,0.003607591],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003160657,"about_ca_system_score_gemma":0.01576687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004659943,"about_ca_topic_score_gemma":0.00240174,"domain_scores_codex":[0.9705403,0.008948185,0.001441341,0.001455969,0.01390341,0.003710832],"domain_scores_gemma":[0.9459129,0.03864703,0.0001084235,0.002318856,0.01107825,0.00193453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01703518,0.0458713,0.162663,0.002993925,0.001692328,0.00202625,0.0861397,0.00001245716,0.008631001,0.08244393,0.5662896,0.02420131],"study_design_scores_gemma":[0.009024259,0.1340529,0.6754485,0.00308045,0.00002078273,0.0001950744,0.04686286,0.0001618002,0.004538202,0.05156954,0.07437237,0.0006732729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9037172,0.0006685138,0.0001936325,0.05157021,0.0001827361,0.009396027,0.00002651949,0.0001006573,0.03414451],"genre_scores_gemma":[0.9804168,0.001275163,0.0002453012,0.001103661,0.0001616341,0.001683409,0.00003129089,0.00007525752,0.01500744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5127855,"threshold_uncertainty_score":0.9992749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7049729975317951,"score_gpt":0.6930686311676653,"score_spread":0.01190436636412984,"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."}}