{"id":"W2956636716","doi":"10.7490/f1000research.1116685.1","title":"Insights into research ethics from the Ebola outbreak, West Africa 2014-2016: qualitative study","year":2019,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Open peer review; Outbreak; Plant biology; Ebola virus; Research ethics; Virology; Medicine; Physiology; Biology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01885772,0.000302754,0.0007028403,0.0008538602,0.001208247,0.0002062728,0.001064923,0.0004322132,0.001957524],"category_scores_gemma":[0.004856152,0.0001839144,0.0002353596,0.00219403,0.001836632,0.000273861,0.001229606,0.006469337,0.008633541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004859854,"about_ca_system_score_gemma":0.001883481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05224727,"about_ca_topic_score_gemma":0.003537547,"domain_scores_codex":[0.9819162,0.008824375,0.0007127851,0.0009321999,0.006398031,0.001216334],"domain_scores_gemma":[0.9810069,0.009503105,0.0001100321,0.001607372,0.007262406,0.0005102483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001994628,0.003971328,0.01500307,0.0003980367,0.0009075254,0.0001157998,0.5910031,0.000009837454,0.08293936,0.002857444,0.2960738,0.004726185],"study_design_scores_gemma":[0.00549049,0.008773712,0.08543431,0.0009510596,0.00006838219,0.00000857342,0.5562064,0.0002305777,0.01545337,0.006606344,0.3202699,0.000506848],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400066,0.001176522,0.00002881265,0.02142796,0.0001405906,0.003152711,0.0001731654,0.00006236393,0.03383124],"genre_scores_gemma":[0.9549549,0.0002818785,0.0001605531,0.00007232233,0.0003210513,0.0002090561,0.0001625416,0.00006006745,0.04377768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07043125,"threshold_uncertainty_score":0.9989548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.183247736025774,"score_gpt":0.5026911817770733,"score_spread":0.3194434457512992,"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."}}