{"id":"W2138614534","doi":"10.2174/157489112801619674","title":"The Evolution of Clostridium difficile Infection in Cancer Patients: Epidemiology, Pathophysiology, and Guidelines for Prevention and Management","year":2012,"lang":"en","type":"review","venue":"Recent Patents on Anti-Infective Drug Discovery","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Clostridium difficile; Intensive care medicine; Internal medicine; Metronidazole; Epidemiology; Cancer; Population; Antibiotics; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001228041,0.0005863456,0.001838296,0.0004916281,0.000205001,0.00003043239,0.0001195149,0.0003559303,0.000006726565],"category_scores_gemma":[0.0009394345,0.0003833607,0.0004545194,0.0005092468,0.0002843342,0.0001811173,0.000255854,0.0005101751,0.000004981398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009556919,"about_ca_system_score_gemma":0.0002072442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005658752,"about_ca_topic_score_gemma":0.0001536108,"domain_scores_codex":[0.99613,0.0006774802,0.001377138,0.0008084958,0.0003121533,0.0006947021],"domain_scores_gemma":[0.9971994,0.000903056,0.0008198919,0.0004083906,0.0005224745,0.0001467844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000379738,0.001638421,0.02347256,0.01281283,0.0005747245,0.000001711189,0.00001997717,0.000008091886,0.00003936751,0.0005204069,0.0006359413,0.9598962],"study_design_scores_gemma":[0.01103278,0.003857125,0.214573,0.06244298,0.007163288,0.00001676201,0.0003184961,0.0002291231,0.001165162,0.001023382,0.6961777,0.002000173],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1718335,0.821931,0.00004538567,0.0001985912,0.0006541714,0.004897777,0.0003432505,0.00002200329,0.00007430936],"genre_scores_gemma":[0.0119677,0.9859465,0.00002008784,0.00004104201,0.0002523491,0.001025883,0.0004690838,0.00006389467,0.0002135133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9578961,"threshold_uncertainty_score":0.9998618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185401993906635,"score_gpt":0.4187445781914855,"score_spread":0.3002043788008221,"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."}}