{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005706706,0.0001215873,0.0002211917,0.0001267091,0.00003790671,0.000004226061,0.0002826588,0.0001632802,0.0001747972],"category_scores_gemma":[0.000003337102,0.0001331743,0.00007830103,0.0002000795,0.00002504475,0.00008599366,0.00001842318,0.000193058,0.00002065841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273697,"about_ca_system_score_gemma":0.0000463977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03565327,"about_ca_topic_score_gemma":0.06988434,"domain_scores_codex":[0.9994337,0.00001339027,0.0001690254,0.0001191093,0.0001549599,0.0001098392],"domain_scores_gemma":[0.999471,0.00003494421,0.0001568485,0.0002302483,0.00008014696,0.00002681502],"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":[0.0001549212,0.0001658095,0.007369049,0.0001384195,0.0001372261,0.000002776773,0.009707824,0.0002133837,0.9798585,0.0001221778,0.0008536613,0.001276313],"study_design_scores_gemma":[0.0003991954,0.00002394698,0.9727813,0.0000705908,0.00008980744,3.206541e-8,0.0006652802,0.0001861271,0.02474993,0.00006938286,0.0008184535,0.0001459658],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970229,0.00002518677,0.0002654905,0.00001436653,0.0001892808,0.0002788008,0.0002054641,0.00003023969,0.001968269],"genre_scores_gemma":[0.9933622,0.00006452596,0.00008186247,0.000002412245,0.00001752606,4.418048e-7,0.004291452,0.00001597117,0.00216354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9654123,"threshold_uncertainty_score":0.9707684,"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."}}