{"id":"W4393902313","doi":"10.1016/j.ekir.2024.02.119","title":"WCN24-758 RECOGNITION OF LOCAL INVESTIGATORS IN AUTHORSHIP OF COLLABORATIVE KIDNEY RESEARCH CONDUCTED IN LOW- AND LOWERMIDDLE INCOME COUNTRIES","year":2024,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Medicine; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02788205,0.0004114725,0.0006356855,0.002067358,0.00412501,0.005755644,0.001804356,0.00373437,0.04520172],"category_scores_gemma":[0.04978033,0.0004626111,0.0002938042,0.00243126,0.002150672,0.001169993,0.005549904,0.003012929,0.007592201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004114144,"about_ca_system_score_gemma":0.02383547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01892822,"about_ca_topic_score_gemma":0.05051605,"domain_scores_codex":[0.9835123,0.006250395,0.001633711,0.001263604,0.003254203,0.004085767],"domain_scores_gemma":[0.8422964,0.03223981,0.01595082,0.008156546,0.03845225,0.06290421],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001596676,0.0002642857,0.1872154,0.0008957798,0.0001243911,0.002570772,0.004353108,0.0001618707,0.003201572,0.01342203,0.6909325,0.09526163],"study_design_scores_gemma":[0.0005368236,0.0003115463,0.245717,0.001769101,0.00008069509,0.001511838,0.009871142,0.0003104945,0.001591827,0.001586526,0.7366232,0.0000897284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2311324,0.006452376,0.002963603,0.2733064,0.03123844,0.00143593,0.007118187,0.0005806045,0.4457721],"genre_scores_gemma":[0.6536751,0.002942069,0.006789448,0.0429565,0.008569307,0.001809949,0.005031243,0.0005774878,0.2776488],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9962656,"threshold_uncertainty_score":0.1512148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196509849766634,"score_gpt":0.4432450443126289,"score_spread":0.3235940593359655,"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."}}