{"id":"W2337641623","doi":"10.1056/em200701190000003","title":"An Epidemic of C. difficile Disease","year":2007,"lang":"en","type":"article","venue":"Journal watch","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Medicine; Diarrhea; Incidence (geometry); Disease; C difficile; Population; Demography; Environmental health; Microbiology; Internal medicine; Biology; Antibiotics","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":[0.0007539665,0.0004469434,0.0005751859,0.0009649604,0.0008422904,0.001532152,0.0004559276,0.001231859,0.00987577],"category_scores_gemma":[0.001716491,0.0001097851,0.0003344087,0.002076612,0.0005827453,0.0008178346,0.0007751453,0.001844587,0.002645338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003152536,"about_ca_system_score_gemma":0.003944937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1293375,"about_ca_topic_score_gemma":0.1386983,"domain_scores_codex":[0.9992673,0.00005744265,0.00003022564,0.00009628168,0.0003880152,0.0001607702],"domain_scores_gemma":[0.9982619,0.00008431609,0.0001913712,0.00004200424,0.000850734,0.000569771],"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":[0.0002835959,0.0001387007,0.05880519,0.001276737,0.0001410182,0.001150251,0.0005638424,0.00013777,0.004466876,0.003562845,0.5396104,0.3898629],"study_design_scores_gemma":[0.00003770397,0.0001548727,0.2806243,0.0007922288,0.00008163622,0.003150292,0.000861815,0.0001806282,0.0004087214,0.001402654,0.7122565,0.00004866059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.1805097,0.4401196,0.004102232,0.2032496,0.02211614,0.0002827947,0.01398147,0.001066091,0.1345725],"genre_scores_gemma":[0.3363685,0.4541265,0.003457872,0.1127501,0.02138622,0.0001003245,0.008922997,0.0001027987,0.06278469],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1293375,"threshold_uncertainty_score":0.2571693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834043049760996,"score_gpt":0.3588513370956053,"score_spread":0.3305109065979954,"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."}}