{"id":"W7055188785","doi":"","title":"Characterization of Clostridium difficile from patients in Ontario hospitals","year":2007,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Laser Design and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clindamycin; Levofloxacin; Clostridium difficile; Metronidazole; Outbreak; Clostridiaceae; Antibiotic resistance; Antibiotics; Feces","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001509715,0.0002596519,0.000279359,0.0007025489,0.00126594,0.0008147035,0.0002564154,0.0002627413,0.001394651],"category_scores_gemma":[0.001069324,0.0002705153,0.0001956141,0.001349941,0.0003387274,0.0001938509,0.000377722,0.0002689268,0.0001923896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005025015,"about_ca_system_score_gemma":0.003091847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5464876,"about_ca_topic_score_gemma":0.6633295,"domain_scores_codex":[0.9994304,0.00002728735,0.00004125383,0.00007956443,0.0002194081,0.0002020682],"domain_scores_gemma":[0.9992854,0.00004753528,0.0002010631,0.00002106852,0.0002422329,0.0002028142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001521799,0.00003043819,0.9888138,0.00004006836,0.00001202781,0.000859138,0.001731971,0.00002541693,0.00326441,0.00001915521,0.0006392059,0.004412071],"study_design_scores_gemma":[0.000003691235,0.00005687066,0.9978268,0.000008207385,0.000004817061,0.0002765277,0.0007506128,0.00002634342,0.0001463714,0.000002831059,0.0008939718,0.000002914043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981996,0.0001825421,0.00002466583,0.00007213888,0.000004949503,0.00001869366,0.0004960514,0.000003115319,0.0009981833],"genre_scores_gemma":[0.9977938,0.0002513026,0.0001085709,0.0001125939,0.000009711543,0.00001036388,0.0008654199,0.000002583522,0.000845722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4535124,"threshold_uncertainty_score":0.9123665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007805465028833126,"score_gpt":0.1852498947884181,"score_spread":0.177444429759585,"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."}}