{"id":"W1995663075","doi":"10.1086/520984","title":"Spread and Epidemiology of Clostridium difficile Polymerase Chain Reaction Ribotype 027/Toxinotype III in The Netherlands","year":2007,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ribotyping; Epidemiology; Clostridium difficile; Outbreak; Odds ratio; Polymerase chain reaction; Incidence (geometry); Diarrhea; Internal medicine; Molecular epidemiology; Clostridiaceae; Microbiology; Virology; Antibiotics; Biology; Genotype; Toxin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002779665,0.0002497609,0.0008307591,0.0002490938,0.0001100485,0.000009301453,0.000155839,0.0003229505,0.00009059707],"category_scores_gemma":[0.00466106,0.0001758743,0.0002937969,0.0005828924,0.0005910382,0.00005580487,0.00009161057,0.0007481896,0.00002254498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008268255,"about_ca_system_score_gemma":0.0001950405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006053704,"about_ca_topic_score_gemma":0.0002714664,"domain_scores_codex":[0.9968281,0.0005425905,0.001236438,0.0005049314,0.0003084729,0.0005794675],"domain_scores_gemma":[0.9931915,0.005445658,0.0002810171,0.0005715372,0.0001434137,0.0003668996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001532319,0.002303618,0.9709398,0.0001110893,0.0001064198,0.0001214246,0.00009743967,0.000004299678,0.004219135,0.0004932968,0.001474621,0.01859651],"study_design_scores_gemma":[0.004204715,0.002193636,0.9855471,0.0001213956,0.0002468697,0.00006109073,0.000321768,0.0001804077,0.005073325,0.0004172931,0.001406159,0.0002262767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924907,0.003261257,0.00007820294,0.001219234,0.0003333442,0.0006243139,0.00003519087,0.00006677777,0.001890997],"genre_scores_gemma":[0.9964554,0.001593516,0.00000837487,0.0008467577,0.0008478192,0.0000233212,0.00007042849,0.00002688143,0.0001275053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01837023,"threshold_uncertainty_score":0.7171944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05866070108509915,"score_gpt":0.4019370913977359,"score_spread":0.3432763903126368,"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."}}