{"id":"W2109108981","doi":"10.1007/s10067-010-1594-0","title":"The ILAR-East Africa initiative: current needs and progress in the globalization of rheumatology","year":2010,"lang":"en","type":"article","venue":"Clinical Rheumatology","topic":"Global Health and Surgery","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Rheumatology; Medicine; Internal medicine; League; Globalization; Family medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.002296031,0.0001363637,0.0006388653,0.00008278146,0.0001196771,0.00001111607,0.0002031647,0.0002846871,0.00001753198],"category_scores_gemma":[0.003871786,0.00007499697,0.00009566457,0.0003958441,0.001353781,0.00003579459,0.00007955287,0.0007248619,0.00001540965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008784711,"about_ca_system_score_gemma":0.0002920374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002199075,"about_ca_topic_score_gemma":0.0001311405,"domain_scores_codex":[0.9974012,0.0005671222,0.001171452,0.0002240611,0.0001847273,0.0004514725],"domain_scores_gemma":[0.9960371,0.002907063,0.0003312671,0.0003802296,0.0001705712,0.0001737448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003012809,0.0002721472,0.9074897,0.0001326249,0.00001618033,0.000006242193,0.0004614496,3.36486e-8,3.678456e-7,0.05438696,0.003902743,0.03303029],"study_design_scores_gemma":[0.002425396,0.0003983877,0.900726,0.0002234933,0.00003922397,0.001025863,0.001182,0.0003972202,0.000001708814,0.005123806,0.08832604,0.0001309018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809407,0.005217756,0.00004561188,0.01091306,0.001567541,0.0004335218,0.000006828681,0.00002227494,0.0008526928],"genre_scores_gemma":[0.9964532,0.003043765,0.00006976852,0.0003516631,0.00001508638,0.00004158989,0.00001260755,0.000007992158,0.000004330228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0844233,"threshold_uncertainty_score":0.4988062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05249604601396383,"score_gpt":0.3981282189633609,"score_spread":0.345632172949397,"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."}}