{"id":"W2238187692","doi":"10.1177/1740774515617754","title":"Randomized controlled trials in the West African Ebola virus outbreak","year":2016,"lang":"en","type":"article","venue":"Clinical Trials","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Ebola virus; Outbreak; Virology; Medicine; Randomized controlled trial; Ebola vaccine; Internal medicine","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":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3608391,0.0002639608,0.01208824,0.0002794398,0.00009912497,0.00009700239,0.0002668848,0.0003442823,0.00227882],"category_scores_gemma":[0.5574433,0.00008609049,0.004827655,0.000360715,0.0005844243,0.00007791393,0.000068678,0.000536581,0.0006426643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005220662,"about_ca_system_score_gemma":0.0003218781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001985289,"about_ca_topic_score_gemma":0.00006553165,"domain_scores_codex":[0.9300139,0.06043994,0.007928537,0.0004778253,0.0006616768,0.0004780988],"domain_scores_gemma":[0.4648623,0.5302296,0.002641392,0.001287226,0.0004418207,0.0005377419],"domain_codex":null,"domain_gemma":"methods","domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8760822,0.001278804,0.0009432321,0.0000192051,0.001472187,0.00007972871,0.0001027407,3.850126e-7,0.006676538,0.002852891,0.01053584,0.09995627],"study_design_scores_gemma":[0.9645539,0.0006450498,0.002227671,0.0001976031,0.001200082,0.00001747872,0.000105238,0.00004158837,0.0005438491,0.002665892,0.02764372,0.0001579642],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.670087,0.003496252,0.004295826,0.1612984,0.005730883,0.04539878,0.0002295006,0.0003351414,0.1091282],"genre_scores_gemma":[0.9877765,0.00250567,0.00007774367,0.001730675,0.00282881,0.001061889,0.000005541711,0.00002470333,0.003988446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4697896,"threshold_uncertainty_score":0.9986332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3904546044591485,"score_gpt":0.5505955705419016,"score_spread":0.160140966082753,"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."}}