{"id":"W2023820123","doi":"10.1086/661911","title":"Community-Acquired <i>Clostridium difficile</i>–Associated Diarrhea, Montréal, 2005–2006: Frequency Estimates and Their Validity","year":2011,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"Centers for Disease Control and Prevention; National Institutes of Health","keywords":"Clostridium difficile; Diarrhea; Medicine; Public health; Retrospective cohort study; Intensive care medicine; Microbiology; Internal medicine; Pathology; Biology; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00416813,0.0003342215,0.0002943029,0.003502059,0.0005471882,0.00128527,0.001261186,0.0002298128,0.001294833],"category_scores_gemma":[0.02582825,0.0003030846,0.0004239464,0.004675234,0.0005803912,0.0006114126,0.0006044063,0.0004155223,0.0001592131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005049566,"about_ca_system_score_gemma":0.00297534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8405997,"about_ca_topic_score_gemma":0.8312163,"domain_scores_codex":[0.9977781,0.00084109,0.0002304481,0.0003595313,0.0006179097,0.0001729441],"domain_scores_gemma":[0.9859974,0.004433539,0.004351266,0.001118302,0.003682439,0.0004170769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000550807,0.00000732826,0.9920515,0.00004391835,0.000105187,0.00001676953,0.0001911833,0.0003094325,0.0001130398,0.00009083593,0.0005614987,0.006454219],"study_design_scores_gemma":[0.000003532615,0.00001194136,0.9988853,0.00001379372,0.0000162197,0.00001949264,0.0001031012,0.0003851605,0.00005154934,0.00001198345,0.0004924761,0.000005360879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695863,0.003419728,0.002908095,0.0004239538,0.00003916593,0.0001214183,0.01873421,0.000108475,0.004658609],"genre_scores_gemma":[0.9944582,0.0006014251,0.001303117,0.00003931026,0.00002066454,0.00004566659,0.003154404,0.00001332939,0.0003639351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1594003,"threshold_uncertainty_score":0.3206781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06011019447974135,"score_gpt":0.2957003387094856,"score_spread":0.2355901442297443,"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."}}