{"id":"W4319057783","doi":"10.1093/rheumatology/kead030","title":"Thank you to the reviewers of <i>Rheumatology</i>","year":2023,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McMaster University","keywords":"Medicine; Rheumatology; Internal medicine; Family medicine; Medical physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003399911,0.00006746176,0.0002147317,0.00005858425,0.00003788304,0.000003124474,0.00008592167,0.00003614575,0.00006785919],"category_scores_gemma":[0.0003544966,0.00003968917,0.0001169787,0.0004466533,0.0000510926,0.00001990604,0.00003729964,0.00007340242,0.0003668511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007804374,"about_ca_system_score_gemma":0.00002415495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008239709,"about_ca_topic_score_gemma":0.00002407303,"domain_scores_codex":[0.9993153,0.00004309557,0.0001965782,0.0001321446,0.0001720569,0.0001408627],"domain_scores_gemma":[0.9994559,0.00008164362,0.00004193174,0.0003073241,0.00006205445,0.0000512053],"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":[0.0003726013,0.0003689998,0.3098491,0.005155372,0.0003193529,0.00001844866,0.008634854,0.0001270697,0.008917358,0.01208253,0.5108681,0.1432862],"study_design_scores_gemma":[0.001035532,0.0005089954,0.4872168,0.0005880244,0.000110554,0.00001855103,0.001535871,0.0001695083,0.0002033832,0.0009985995,0.5074425,0.0001716446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678673,0.001130429,0.00006674627,0.02441118,0.0003093813,0.0006365924,0.000007647525,0.00006519648,0.005505581],"genre_scores_gemma":[0.9956008,0.0008590139,0.0002680483,0.001118777,0.00003291191,0.00005515308,0.00003465767,0.00001552634,0.002015179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1773677,"threshold_uncertainty_score":0.4715251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484541087191047,"score_gpt":0.290024238605343,"score_spread":0.2751788277334326,"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."}}