{"id":"W3092105746","doi":"10.2196/19129","title":"Implementation of Electronic Informed Consent in Biomedical Research and Stakeholders’ Perspectives: Systematic Review","year":2020,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"KU Leuven","keywords":"Informed consent; Systematic review; Context (archaeology); Critical appraisal; Jadad scale; Stakeholder; Biobank; Medicine; Medical education; Psychology; MEDLINE; Randomized controlled trial; Alternative medicine; Family medicine; Cochrane Library; Political science; Public relations; Bioinformatics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.1181672,0.0003803205,0.005679282,0.002837199,0.00005353557,0.00008657291,0.002010564,0.001404082,0.001637831],"category_scores_gemma":[0.2691169,0.0002437563,0.0006937038,0.002925255,0.003248639,0.0001200468,0.001274963,0.02620767,0.00005839752],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002545984,"about_ca_system_score_gemma":0.04915699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004190522,"about_ca_topic_score_gemma":0.0009298468,"domain_scores_codex":[0.9635649,0.006603867,0.00653319,0.0007161251,0.0211283,0.001453554],"domain_scores_gemma":[0.8814721,0.1062163,0.001851707,0.001026276,0.00688557,0.002548076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001365591,0.0005082816,0.00001885477,0.9433865,0.0008430501,0.001468564,0.001260093,1.527239e-9,6.484626e-7,0.005500345,0.00850135,0.03837575],"study_design_scores_gemma":[0.001493038,0.005522331,0.000005397224,0.8644877,0.0004822108,0.001551973,0.009422148,0.000008310933,0.000002410271,0.001021453,0.1158615,0.0001415043],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001343194,0.9809382,0.00002540711,0.01476849,0.0000838078,0.003758305,0.00001141323,0.000006308667,0.0002737317],"genre_scores_gemma":[0.001256357,0.9975057,0.00006242341,0.0001498133,0.0003374342,0.0001540405,0.00001813883,0.0000612009,0.000454947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1509497,"threshold_uncertainty_score":0.9998923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8180483815391788,"score_gpt":0.724194247203014,"score_spread":0.09385413433616485,"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."}}