{"id":"W2977243682","doi":"10.14309/00000434-201410002-02295","title":"C. difficile-Associated Risk of Death Score (CARDS): A Novel Risk Score to Predict Mortality Among Hospitalized Patients With C. difficile Infection: ACG Fellow Award","year":2014,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Logistic regression; Odds ratio; Multivariate analysis; Internal medicine; Disease; Diabetes mellitus; Multivariate statistics; Framingham Risk Score; Emergency medicine; Intensive care medicine","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":[0.001446623,0.0004978974,0.0004021312,0.001282231,0.0002573485,0.0007840871,0.0004675477,0.0003689565,0.001672112],"category_scores_gemma":[0.005458449,0.0001257779,0.0003516244,0.0007789871,0.0001983065,0.0005688369,0.0007327143,0.000672662,0.0003715962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005571757,"about_ca_system_score_gemma":0.001112706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002315975,"about_ca_topic_score_gemma":0.002856853,"domain_scores_codex":[0.9994106,0.0001475813,0.00007504952,0.00008772329,0.0002088247,0.00007014249],"domain_scores_gemma":[0.998218,0.0003237614,0.0004223285,0.000076032,0.0006055701,0.0003543295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002083984,0.0001227523,0.9698705,0.00002713041,0.00008031556,0.00005172029,0.00002851359,0.0005643885,0.0001628511,0.00006946173,0.003906753,0.0249071],"study_design_scores_gemma":[0.0001583158,0.0007569221,0.9722324,0.00006679677,0.0001464236,0.0008038161,0.0001680365,0.02080335,0.0005331538,0.0004313969,0.003866552,0.00003275807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987653,0.0007710889,0.003953549,0.001307047,0.0001680573,0.0001648668,0.003439805,0.00007863381,0.002463957],"genre_scores_gemma":[0.9895465,0.0004660258,0.005490592,0.0001208119,0.0001576782,0.000104946,0.003119631,0.00000882684,0.0009849588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002315975,"threshold_uncertainty_score":0.007650554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313545169975549,"score_gpt":0.2585599082664253,"score_spread":0.2454244565666698,"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."}}