{"id":"W2263748259","doi":"10.1371/journal.pone.0105454.g002","title":"The Magnitude and Duration of <i>Clostridium difficile</i> Infection Risk After Antibiotic Therapy, Sunnybrook Hospital, Toronto, Canada, June 2010 to May 2012.","year":2015,"lang":"en","type":"paratext","venue":"Figshare","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Medicine; Antibiotic therapy; Antibiotics; Intensive care medicine; Microbiology; Biology","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":[0.0003373334,0.0002849759,0.0002007115,0.001529051,0.0005848801,0.0006746848,0.0005296019,0.0003311239,0.01992153],"category_scores_gemma":[0.00337345,0.0002554081,0.0003896168,0.002426008,0.0002660456,0.0004533062,0.0004737511,0.0005972525,0.002000549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004098882,"about_ca_system_score_gemma":0.004687152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6767383,"about_ca_topic_score_gemma":0.8608564,"domain_scores_codex":[0.9995556,0.00003260685,0.00005726601,0.00004902147,0.0001837013,0.0001215945],"domain_scores_gemma":[0.9972192,0.0002534029,0.0008476975,0.00006919244,0.001029206,0.0005812249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007308007,0.00003926787,0.6863759,0.0004348222,0.0000893105,0.0002044394,0.0002357061,0.0004088407,0.0002099725,0.0002775025,0.2799562,0.03103729],"study_design_scores_gemma":[0.00001490474,0.00002919851,0.9921281,0.00009675753,0.00001515488,0.00006350914,0.0001885085,0.00006386707,0.00004070524,0.00001854477,0.007334686,0.000006071316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2204773,0.005659057,0.0005343514,0.002537117,0.0005123364,0.0002197284,0.7219197,0.0002246249,0.04791576],"genre_scores_gemma":[0.6971005,0.006826967,0.0008953696,0.0005809417,0.0003548952,0.000137706,0.2524942,0.0000976872,0.0415116],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3232617,"threshold_uncertainty_score":0.650331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868184607053821,"score_gpt":0.2700769405695171,"score_spread":0.2513950944989789,"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."}}