{"id":"W4396996299","doi":"10.1016/j.jemep.2024.100988","title":"Regulating mobile health research in Canada: Public trust and public participation","year":2024,"lang":"en","type":"article","venue":"Ethics Medicine and Public Health","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec - Santé","keywords":"Public health; Public participation; Public trust; Political science; Public relations; Business; Public administration; Medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09507781,0.0002480165,0.0008519594,0.001241534,0.0007424836,0.000244616,0.0002415736,0.0005689088,0.0001851506],"category_scores_gemma":[0.06861063,0.0001983865,0.00003596846,0.002792152,0.001239114,0.0003531985,0.0002920207,0.01201785,0.000007258143],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002423626,"about_ca_system_score_gemma":0.08857629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7326642,"about_ca_topic_score_gemma":0.9125644,"domain_scores_codex":[0.9853033,0.003911097,0.002028743,0.001284787,0.004795731,0.002676368],"domain_scores_gemma":[0.9505359,0.04193041,0.0002379862,0.0009688414,0.001821127,0.004505719],"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":[0.00004381796,0.0002605618,0.1032026,0.01275365,0.00008405244,0.0001314376,0.02099246,0.000001341717,0.00001436326,0.3079261,0.02210307,0.5324866],"study_design_scores_gemma":[0.004599687,0.008039318,0.09198827,0.01082568,0.00002100888,0.0002570624,0.07549366,0.01768826,0.000005870085,0.05614093,0.7342897,0.0006505601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1926923,0.02128261,0.000130919,0.7820144,0.0003916991,0.001217985,0.00001281863,0.0000787832,0.002178523],"genre_scores_gemma":[0.9511387,0.02376906,0.0002781822,0.02319437,0.000695507,0.0002478092,0.00009256126,0.00005334346,0.0005304859],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.75882,"threshold_uncertainty_score":0.9902614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8712361602177953,"score_gpt":0.6756938102494016,"score_spread":0.1955423499683937,"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."}}