{"id":"W4400231845","doi":"10.1038/d41586-024-02144-8","title":"How Rwandan paediatrician Agnes Binagwaho fights racial stereotypes in global health","year":2024,"lang":"en","type":"article","venue":"Nature","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine; Pediatrics; Psychology; Demography; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007839946,0.0002701073,0.0002908103,0.0006544892,0.0145854,0.005276036,0.0007713462,0.003032763,0.008651589],"category_scores_gemma":[0.01111753,0.0003224651,0.0003559965,0.0005237897,0.01160693,0.00333691,0.005749333,0.006599962,0.0009073612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004599534,"about_ca_system_score_gemma":0.007949956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02475291,"about_ca_topic_score_gemma":0.0615714,"domain_scores_codex":[0.9918869,0.005462606,0.0001191471,0.0002529268,0.0005827699,0.00169555],"domain_scores_gemma":[0.9951847,0.002402354,0.0007313624,0.0001686531,0.000390409,0.001122503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000828068,0.0001124754,0.02259803,0.0001453377,0.00004843113,0.001473186,0.7803664,0.0001218129,0.0008607996,0.08859908,0.06566995,0.03992172],"study_design_scores_gemma":[0.0000151664,0.00007114109,0.01417858,0.0005464268,0.00002930646,0.001234412,0.6746491,0.00008438639,0.0004724629,0.009136653,0.2995418,0.00004061197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4482236,0.008511417,0.0009295216,0.3996617,0.003494765,0.00002541015,0.00003965095,0.00003153874,0.1390824],"genre_scores_gemma":[0.9453607,0.002429465,0.0003425901,0.03095123,0.000347615,0.00002125288,0.000009798468,0.00004453145,0.02049276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02475291,"threshold_uncertainty_score":0.0492177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273327489728966,"score_gpt":0.4304947704848833,"score_spread":0.4077614955875937,"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."}}