{"id":"W2140702708","doi":"10.1186/1471-2334-9-144","title":"Primary and secondary cases in Escherichia coliO157 outbreaks: a statistical analysis","year":2009,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Outbreak; Transmission (telecommunications); Medicine; Demography; Veterinary medicine; Pediatrics; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03979767,0.0008160916,0.00286132,0.01203069,0.0009937283,0.001940532,0.002109961,0.001617507,0.005869402],"category_scores_gemma":[0.07813351,0.0006015919,0.005076534,0.008513359,0.002860595,0.002486632,0.002971865,0.002786361,0.0006776187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200364,"about_ca_system_score_gemma":0.001573998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493244,"about_ca_topic_score_gemma":0.0008687782,"domain_scores_codex":[0.9485785,0.02659442,0.004248974,0.005168075,0.01328149,0.002128506],"domain_scores_gemma":[0.7972854,0.1766713,0.01085389,0.00747655,0.004815613,0.00289731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005183221,0.0005674794,0.9577235,0.0007107228,0.00419192,0.0008030218,0.001223482,0.002770006,0.001226861,0.0009737929,0.001606925,0.02301908],"study_design_scores_gemma":[0.000245597,0.007709344,0.9333448,0.0002540527,0.001361197,0.002265954,0.004538333,0.0425601,0.001033142,0.002590891,0.003953085,0.0001435867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696623,0.001918001,0.02123745,0.0003015534,0.0001574752,0.001288801,0.002392413,0.0002662773,0.002775777],"genre_scores_gemma":[0.9857036,0.0002748601,0.01011483,0.00006069136,0.0001107035,0.001489257,0.001483564,0.0000853817,0.0006770894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03979767,"threshold_uncertainty_score":0.2104728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007973867737443715,"score_gpt":0.2738339754227699,"score_spread":0.2658601076853261,"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."}}