{"id":"W2101448970","doi":"10.1136/pmj.79.929.125","title":"Medical research and ethnic minorities","year":2003,"lang":"en","type":"editorial","venue":"Postgraduate Medical Journal","topic":"Hip disorders and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Evaporite; Geology; Diagenesis; Geochemistry; Seawater; Paleontology; Sedimentary depositional environment; Hydrothermal circulation; Sedimentology; Primary (astronomy); Meteoric water; Oceanography","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","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.005295744,0.0005072958,0.001154704,0.0005864934,0.0004659962,0.0001398135,0.0004662403,0.002533922,0.003578295],"category_scores_gemma":[0.01879321,0.0003604423,0.000263397,0.0004052786,0.001320551,0.00008556392,0.0002112698,0.009991108,0.0002196487],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002774743,"about_ca_system_score_gemma":0.005866872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002149036,"about_ca_topic_score_gemma":0.0001423702,"domain_scores_codex":[0.9844691,0.0007108409,0.0009524343,0.0006253758,0.01205012,0.001192112],"domain_scores_gemma":[0.9924291,0.002290836,0.0001980763,0.0004054891,0.001236895,0.003439613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002337678,0.0006065292,0.0007820645,0.0002712181,0.0004400202,0.009686174,0.0001932441,3.96812e-9,9.189744e-7,0.00004956516,0.9365993,0.05113723],"study_design_scores_gemma":[0.00629281,0.001811858,0.0004796615,0.002580897,0.0002811476,0.005518859,0.0002506739,0.00001292742,0.000006757367,0.00224756,0.9801807,0.0003361136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01141404,0.05522981,0.00003443682,0.025533,0.8934631,0.0006367243,0.00006767489,0.00007630747,0.01354494],"genre_scores_gemma":[0.002546081,0.1020756,0.0002043731,0.0008483124,0.8766335,0.00004272255,0.0003002526,0.0001691377,0.01717998],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05080111,"threshold_uncertainty_score":0.9998848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06794027588922785,"score_gpt":0.4227803245383713,"score_spread":0.3548400486491435,"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."}}