{"id":"W2792585957","doi":"10.1007/s10393-018-1313-x","title":"Environmental Factors Associated with the Carriage of Bacterial Pathogens in Norway Rats","year":2018,"lang":"en","type":"article","venue":"EcoHealth","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Government of British Columbia; Canadian Armed Forces; Ministry of Health; University of Guelph","funders":"Canadian Institutes of Health Research","keywords":"Animal ecology; Carriage; Biology; Logistic regression; Epidemiology; Odds ratio; Ecology; Methicillin-resistant Staphylococcus aureus; Pathogen; Staphylococcus aureus; Veterinary medicine; Abundance (ecology); Microbiology; Environmental health; Medicine; Bacteria; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000360374,0.0001419414,0.0003054754,0.0000841924,0.00009882184,0.000009007182,0.0001116368,0.00009053284,0.001545664],"category_scores_gemma":[0.0001224158,0.00008694658,0.00005809123,0.0002174197,0.0002330337,0.00003157869,0.00004844759,0.0002561927,0.00007190566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002820918,"about_ca_system_score_gemma":0.0002720162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001356084,"about_ca_topic_score_gemma":0.0006375837,"domain_scores_codex":[0.9986027,0.0001227201,0.0002635958,0.0002291131,0.0003761181,0.0004056765],"domain_scores_gemma":[0.9992565,0.0001376094,0.0001099261,0.0003012802,0.00004756679,0.0001471028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001408837,0.0009884393,0.2151743,0.00008241316,0.0001488765,0.00005323859,0.004000966,0.000002429676,0.7726112,0.000015264,0.003882555,0.001631449],"study_design_scores_gemma":[0.002641171,0.00270508,0.803457,0.0001042155,0.00004578841,0.000005557014,0.0009444823,0.00006765825,0.1861221,0.00000220669,0.003737985,0.0001667993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971861,0.00004524922,8.337582e-7,0.0004069688,0.0001447336,0.0004490233,0.0001583363,0.00001189787,0.001596845],"genre_scores_gemma":[0.9988942,0.00004150005,0.000007455503,0.00008634674,0.0003137915,0.00001003377,0.0001257061,0.00002315037,0.000497825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5882826,"threshold_uncertainty_score":0.9993671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886735026813271,"score_gpt":0.2815289417674052,"score_spread":0.2526615914992725,"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."}}