{"id":"W2013543997","doi":"10.1086/597381","title":"Reply to Ciavarella and Ritter","year":2009,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; St. Boniface Hospital","funders":"","keywords":"Ritter reaction; Action (physics); Medicine; Chemistry; Physics","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":[0.0004401983,0.0001091039,0.0004009782,0.00008416051,0.00006588554,0.000007581445,0.00001519759,0.00007264724,0.00003415654],"category_scores_gemma":[0.0005971942,0.00008786507,0.00004983577,0.00004778984,0.00004802733,0.00004030623,0.00001853029,0.0001029864,0.00003328567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000018264,"about_ca_system_score_gemma":0.000005229715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003912682,"about_ca_topic_score_gemma":0.0000104139,"domain_scores_codex":[0.9991373,0.00006973145,0.0002570611,0.0002847005,0.00003861785,0.0002125501],"domain_scores_gemma":[0.9993943,0.0002180036,0.00006274881,0.0001163999,0.00003515298,0.0001733747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001314028,0.0001737348,0.6636258,0.00002370779,0.00008721153,0.00002976706,0.00009970512,0.00001174341,0.0001826241,0.01557891,0.05863463,0.2614207],"study_design_scores_gemma":[0.001152417,0.002074065,0.8171719,0.00002409484,0.00005254804,0.00003478953,0.00000665871,0.0001334169,0.0000059653,0.00266317,0.1765955,0.00008544568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7787265,0.001169049,0.007753201,0.2053813,0.0002988787,0.0006833498,0.000003288594,0.00008554955,0.005898926],"genre_scores_gemma":[0.8733463,0.0006628538,0.000248091,0.1253409,0.000208983,0.00002825942,0.000003378505,0.000004906324,0.0001563725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2613353,"threshold_uncertainty_score":0.3583034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581888003981874,"score_gpt":0.3043129856706667,"score_spread":0.2884941056308479,"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."}}