{"id":"W2020006158","doi":"10.3201/eid1303.060988","title":"<i>Clostridium difficile</i>in Retail Ground Meat, Canada","year":2007,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Veterinary College, University of Guelph","keywords":"Clostridium difficile; Virulence; Microbiology; Clostridium; Food microbiology; Clostridiaceae; Veterinary medicine; Clostridium Infections; Biology; Medicine; Bacteria; Antibiotics; Toxin; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003255921,0.0003934398,0.0005564211,0.0004370945,0.0002384443,0.00005338934,0.0001836416,0.0001319787,0.001010618],"category_scores_gemma":[0.0005540028,0.0003864342,0.0002153759,0.001181685,0.0001164326,0.0001093896,0.0001141073,0.0005688832,0.00005480944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173086,"about_ca_system_score_gemma":0.001485061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2746964,"about_ca_topic_score_gemma":0.4385691,"domain_scores_codex":[0.9964535,0.00006393969,0.0006587731,0.0006267729,0.001037209,0.001159795],"domain_scores_gemma":[0.9980814,0.0003051804,0.000109788,0.0005906009,0.0002175734,0.0006954838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001303283,0.002571214,0.9028511,0.0006096619,0.0003694169,0.005240559,0.0002431734,0.0002972226,0.0243791,0.0006794205,0.03541574,0.0260401],"study_design_scores_gemma":[0.01146048,0.001101487,0.6847622,0.000654789,0.0006309467,0.0007304676,0.001671675,0.000631685,0.1206572,0.0001552779,0.1755257,0.002018119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762056,0.001724368,0.00005587073,0.0009765698,0.0006098959,0.0005541541,0.00005682203,0.0002309201,0.01958578],"genre_scores_gemma":[0.996395,0.0002248791,0.00001339863,0.000528849,0.000655069,0.00002768985,0.0001061372,0.00007169558,0.001977282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2180889,"threshold_uncertainty_score":0.9999026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334878847450631,"score_gpt":0.2705623023226314,"score_spread":0.2572135138481251,"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."}}