{"id":"W2885785561","doi":"10.2196/11239","title":"Facilitating the Informed Consent Process Using Teleconsent: Protocol for a Feasibility and Efficacy Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Informed consent; Protocol (science); Clinical trial; Medical education; Telemedicine; Family medicine; Intervention (counseling); Medicine; Psychology; Alternative medicine; Nursing; Health care; Political 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":[{"model":"gemma","categories":["research_integrity"],"domain":null,"study_design":"nonrandomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.175902,0.003077252,0.002280344,0.004667189,0.00581882,0.003688079,0.003269212,0.006227002,0.07824793],"category_scores_gemma":[0.165007,0.003003113,0.002052618,0.004705196,0.006010255,0.00556629,0.003770194,0.01022008,0.01920409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005889929,"about_ca_system_score_gemma":0.0437899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328187,"about_ca_topic_score_gemma":0.003300646,"domain_scores_codex":[0.8894697,0.08440789,0.01207048,0.002648693,0.008478179,0.002925096],"domain_scores_gemma":[0.8617882,0.07096367,0.01170953,0.02252809,0.02752779,0.005482849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05666519,0.03457101,0.004669902,0.05468544,0.0004672662,0.004149181,0.03763227,0.006401849,0.01573118,0.07350679,0.3036294,0.4078907],"study_design_scores_gemma":[0.1086753,0.02445946,0.0171007,0.05110822,0.0003256848,0.002438156,0.01257555,0.01226733,0.01103888,0.04228209,0.7168382,0.0008904649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007949765,0.00004339549,0.004644257,0.0002550742,0.0001162611,0.9925317,0.0003979931,0.00007410324,0.001142232],"genre_scores_gemma":[0.001150672,0.00006642375,0.008544622,0.0001616816,0.00002267696,0.9896904,0.00009897507,0.00001101704,0.000253439],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.175902,"threshold_uncertainty_score":0.93027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9295935722339962,"score_gpt":0.7920276688339662,"score_spread":0.1375659034000299,"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."}}