{"id":"W2466618567","doi":"10.1017/ice.2015.257","title":"<i>Clostridium difficile</i>: The More We Learn, the Less We Know","year":2015,"lang":"en","type":"letter","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Clostridium difficile; Clostridium Infections; Clostridium; Need to know; Content (measure theory); Computer science; Internet privacy; Medicine; Microbiology; Computer security; Biology; Bacteria; Antibiotics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001960142,0.0009669698,0.001105978,0.0007063467,0.004032038,0.003371214,0.001501927,0.03434042,0.01536306],"category_scores_gemma":[0.0174672,0.0006000141,0.00113437,0.0008362326,0.002693229,0.005203507,0.001277305,0.02343963,0.008219666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005341394,"about_ca_system_score_gemma":0.002906717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009189716,"about_ca_topic_score_gemma":0.01184295,"domain_scores_codex":[0.9974211,0.0009417415,0.0002859331,0.0003203863,0.000681631,0.0003490721],"domain_scores_gemma":[0.9955212,0.001529033,0.0005373689,0.0001415184,0.0009271837,0.001343671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000356208,0.00002279144,0.001484838,0.00006415194,0.000009665664,0.001991353,0.0001547266,0.00003205158,0.0001354691,0.001045914,0.9889961,0.006027345],"study_design_scores_gemma":[0.0002044872,0.0002569096,0.008681173,0.002037939,0.00006697234,0.0223005,0.001801625,0.0006755458,0.0003712645,0.01022037,0.9532745,0.0001087376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004575019,0.001466452,0.00004287114,0.9872168,0.006494621,0.000009431831,0.00003961216,0.00002425497,0.00424854],"genre_scores_gemma":[0.005111543,0.002721124,0.0001818258,0.9462158,0.03820779,0.00002587703,0.00003550556,0.0000167148,0.007483905],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03434042,"threshold_uncertainty_score":0.05139458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04666672634466672,"score_gpt":0.3223170363727674,"score_spread":0.2756503100281007,"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."}}