{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03043928,0.000601729,0.0004777436,0.0008830964,0.002194352,0.001749085,0.001120706,0.001077987,0.006091297],"category_scores_gemma":[0.05161754,0.0007767769,0.001088089,0.0008371031,0.001656149,0.002794007,0.002036893,0.002503769,0.001350525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529834,"about_ca_system_score_gemma":0.0041811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005597484,"about_ca_topic_score_gemma":0.007695767,"domain_scores_codex":[0.987333,0.008496658,0.0007373975,0.0008289328,0.001403512,0.001200516],"domain_scores_gemma":[0.963852,0.01784312,0.004930166,0.006001987,0.004651256,0.002721522],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006989158,0.03683427,0.8492133,0.0004703753,0.0002731184,0.001247372,0.03678077,0.0002737263,0.0009324288,0.001598893,0.007813469,0.05757317],"study_design_scores_gemma":[0.006646263,0.1439458,0.7566596,0.0008255619,0.0005191411,0.002580105,0.06378141,0.003355615,0.001982198,0.001571957,0.01788753,0.0002447311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936899,0.0001105703,0.0009710204,0.0002630765,0.00003323356,0.003490425,0.0002590115,0.00001284868,0.001169862],"genre_scores_gemma":[0.99101,0.00016911,0.00239377,0.0005382283,0.00004131663,0.004889012,0.0002309037,0.00001370464,0.0007140409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9695607,"threshold_uncertainty_score":0.1609802,"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."}}