{"id":"W2417622968","doi":"","title":"Severe outbreak of Escherichia coli O157:H7 in health care institutions in Charlottetown, Prince Edward Island, fall, 2002.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Outbreak; Escherichia coli; Virology; Geography; History; Medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004797343,0.0001936799,0.0005591452,0.0003517517,0.00007216883,0.00001047517,0.0001177797,0.0001823542,0.00002165189],"category_scores_gemma":[0.0004441083,0.0001905828,0.00008127819,0.0007155238,0.00009004305,0.0001448223,0.0000502263,0.0005333468,0.00002009464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548539,"about_ca_system_score_gemma":0.00132222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009465996,"about_ca_topic_score_gemma":0.03945882,"domain_scores_codex":[0.9978288,0.000115041,0.0007511701,0.0003444966,0.0003035262,0.0006569171],"domain_scores_gemma":[0.9988813,0.00004786077,0.0002024255,0.0003714768,0.000229846,0.0002671228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008039279,0.001001502,0.9218384,0.003080706,0.00008585804,0.0001374657,0.007822393,0.00394317,0.00006718253,0.006238365,0.0008590565,0.05412197],"study_design_scores_gemma":[0.00588866,0.0001342821,0.9667823,0.0002807141,0.00001304167,0.00003532191,0.0006249459,0.00001928038,0.0001018971,0.00003173021,0.02590762,0.0001802288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668935,0.002145336,0.0001701222,0.01567433,0.0007236567,0.00444481,0.0001074395,0.0001110353,0.009729786],"genre_scores_gemma":[0.9951878,0.0002183696,0.000280584,0.002327575,0.0001662439,0.001413774,0.00003584824,0.00002484643,0.0003450275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05394174,"threshold_uncertainty_score":0.99713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679256494604958,"score_gpt":0.2881587285547496,"score_spread":0.2613661636087,"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."}}