{"id":"W2324677056","doi":"10.1097/01.nhh.0000338518.64238.07","title":"Clostridium difficile","year":2008,"lang":"en","type":"review","venue":"Home Healthcare Nurse","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Medicine; Clostridium; Environmental health; Clostridium Infections; Intensive care medicine; Microbiology; Biology; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002366326,0.001270459,0.004883668,0.001060502,0.0003993707,0.00006111034,0.0005827671,0.001515593,0.0007600292],"category_scores_gemma":[0.0002472721,0.001050254,0.001984817,0.001788262,0.0003454174,0.00007413351,0.0001647157,0.003031271,0.003453029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620923,"about_ca_system_score_gemma":0.005240033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002915157,"about_ca_topic_score_gemma":0.00002389608,"domain_scores_codex":[0.9929978,0.0003950263,0.001741795,0.001518517,0.001550751,0.001796133],"domain_scores_gemma":[0.9950903,0.0003750279,0.0004852959,0.002046661,0.000477752,0.00152494],"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":[0.0001009956,0.0005574346,0.000009272642,0.03694642,0.0002365532,0.001591434,0.00008251005,5.62758e-8,0.000002663837,0.0001207861,0.04601245,0.9143394],"study_design_scores_gemma":[0.0009263344,0.0007804646,0.000007839419,0.01625141,0.0006095299,0.004583762,0.00008264155,0.000003372202,0.00005867472,0.000006965247,0.9758644,0.0008246455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002347336,0.9893053,0.000001682954,0.001430751,0.00117389,0.003301312,0.0005222477,0.00044595,0.003584098],"genre_scores_gemma":[0.0001226457,0.9889504,0.00008122602,0.000230284,0.002293786,0.0004570215,0.001540026,0.0003764436,0.005948204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9298519,"threshold_uncertainty_score":0.9997807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08696392558599687,"score_gpt":0.4026970576873733,"score_spread":0.3157331321013765,"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."}}