{"id":"W2809733825","doi":"10.2196/publichealth.9616","title":"Research Ethics in the European Influenzanet Consortium: Scoping Review","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Research ethics; Ethical issues; Political science; Public relations; Environmental health; Medicine; Engineering ethics; Engineering","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1359928,0.001738404,0.005294585,0.02441468,0.002734702,0.01018059,0.003338033,0.007990002,0.005335823],"category_scores_gemma":[0.3003123,0.001331808,0.003977864,0.02169242,0.005047497,0.01024128,0.006937492,0.003237911,0.001150515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189322,"about_ca_system_score_gemma":0.05614917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004150948,"about_ca_topic_score_gemma":0.005296077,"domain_scores_codex":[0.8411366,0.09769652,0.03970521,0.003890331,0.01556017,0.00201108],"domain_scores_gemma":[0.6086629,0.301951,0.04135451,0.008019116,0.03728123,0.002731307],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001878877,0.00008489114,0.0013362,0.7397352,0.00133319,0.0004005701,0.003738511,0.0003401997,0.0001770413,0.01030761,0.02013054,0.2222281],"study_design_scores_gemma":[0.0000373399,0.00003646452,0.0006212012,0.9409704,0.0006663079,0.0001914865,0.001057757,0.00004962458,0.00008287591,0.001371622,0.05489764,0.00001734135],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007327026,0.9878214,0.001091719,0.004981126,0.0007793047,0.001599084,0.0002548746,0.00001953009,0.00272025],"genre_scores_gemma":[0.01737792,0.9652522,0.00414644,0.00469004,0.0006522323,0.006687668,0.0006200516,0.0000362441,0.0005372508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.99201,"threshold_uncertainty_score":0.719207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2013636931194153,"score_gpt":0.4830954383003623,"score_spread":0.281731745180947,"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."}}