{"id":"W2980894577","doi":"10.1136/bmjgh-2019-001853","title":"Stuck in the middle: a systematic review of authorship in collaborative health research in Africa, 2014–2016","year":2019,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Global Health and Surgery","field":"Medicine","cited_by":293,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Environmental Health Sciences","keywords":"Cornerstone; Representation (politics); Power (physics); Political science; Geography; Law; Politics","routes":{"ca_aff":true,"ca_fund":false,"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","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.06817522,0.0006646668,0.01049104,0.0009623187,0.00009349095,0.00002254568,0.0007861181,0.0005661319,0.00002165004],"category_scores_gemma":[0.003871091,0.0004113898,0.0004438608,0.009324579,0.0001540863,0.00007494856,0.0001485816,0.002217677,0.0003625138],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007012199,"about_ca_system_score_gemma":0.04484534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004877802,"about_ca_topic_score_gemma":0.00303376,"domain_scores_codex":[0.964069,0.02333488,0.006631738,0.0009934676,0.002318284,0.00265261],"domain_scores_gemma":[0.9916217,0.002913444,0.002312412,0.001780253,0.0005159208,0.0008562579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008116652,0.0004206765,0.0001165908,0.9102648,0.00002446891,0.0001633307,0.000607498,1.054107e-7,2.513929e-10,0.001621156,0.05586802,0.03083218],"study_design_scores_gemma":[0.0006033526,0.0006851304,0.0002206955,0.8318564,0.00007343454,0.0002123028,0.0008714617,0.000003479949,8.625258e-10,0.0001662438,0.1651104,0.0001970297],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008478532,0.9490963,0.000001049675,0.009023467,0.0003763763,0.03760632,0.0004389125,0.00001793718,0.003431153],"genre_scores_gemma":[0.0001389458,0.9927236,0.0000827771,0.004641688,0.0001044086,0.001907026,0.0001807829,0.00004025698,0.0001804832],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1092424,"threshold_uncertainty_score":0.9998338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3952718625258343,"score_gpt":0.5586200670010344,"score_spread":0.1633482044752,"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."}}