{"id":"W4409738055","doi":"10.1093/ofid/ofaf248","title":"Global Practice Variation in the Management of <i>Clostridioides difficile</i> Infections: An International Cross-Sectional Survey of Clinicians","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Cross-sectional study; Clostridioides; Family medicine; Environmental health; Internal medicine; Pathology","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":[0.003035302,0.0001850416,0.0002699116,0.001207294,0.0003474344,0.0008783893,0.0004017125,0.0005990386,0.001352086],"category_scores_gemma":[0.00841151,0.0002866327,0.0003478882,0.001887957,0.0005924078,0.0009814594,0.0009130521,0.0004509067,0.0002554276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004693361,"about_ca_system_score_gemma":0.0003577165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005710936,"about_ca_topic_score_gemma":0.004478412,"domain_scores_codex":[0.9968562,0.001410519,0.0005630646,0.0004518438,0.0004390883,0.0002792309],"domain_scores_gemma":[0.9884359,0.0031137,0.005999221,0.0005251667,0.00110563,0.0008204448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000158469,0.00001790367,0.9984078,0.00001661528,0.00002138553,0.00001788435,0.0005738407,0.00002321822,0.00004947658,0.00001063671,0.0001041097,0.0007413389],"study_design_scores_gemma":[0.000002962981,0.00006386165,0.9976987,0.0000167751,0.00000846879,0.0001050186,0.001723649,0.0001433127,0.00003035152,0.000008670466,0.000193532,0.00000475649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986331,0.0001950531,0.00007231634,0.0001729694,0.000005302887,0.00001656284,0.0003660624,0.000003432583,0.0005352737],"genre_scores_gemma":[0.9995626,0.00008135875,0.00005067865,0.00008036406,0.000004634699,0.00001401154,0.0001673559,0.000001383807,0.00003760074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005710936,"threshold_uncertainty_score":0.01605242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491803709062316,"score_gpt":0.4111698837063762,"score_spread":0.3762518466157531,"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."}}