{"id":"W2565190020","doi":"10.1056/nejm-jw.na42938","title":"Sharing C. Difficile at Home","year":2016,"lang":"en","type":"article","venue":"Journal watch","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Carriage; Medicine; C difficile; Incidence (geometry); Diarrhea; Clostridioides; Intensive care medicine; Diarrheal diseases; Internal medicine; Microbiology; Antibiotics; Pathology; Biology","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":[0.0002275247,0.0002407021,0.0003531959,0.0005008209,0.002790852,0.001348215,0.0004047918,0.0003915602,0.01338989],"category_scores_gemma":[0.001540961,0.0001692976,0.0004381629,0.0007674697,0.0003478507,0.0007152883,0.001092885,0.0006668929,0.001291057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191422,"about_ca_system_score_gemma":0.00180468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09834266,"about_ca_topic_score_gemma":0.1102979,"domain_scores_codex":[0.9991875,0.00008630027,0.00003581503,0.00009515091,0.0002411547,0.0003540111],"domain_scores_gemma":[0.9986215,0.00008356255,0.0003166894,0.0001314833,0.0003012545,0.0005454781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002998315,0.000739431,0.9417306,0.00008816805,0.00007076101,0.002388171,0.001101275,0.00007404172,0.0006800268,0.000319113,0.008553815,0.04395482],"study_design_scores_gemma":[0.00004678475,0.0008758357,0.9686329,0.0001744239,0.0001335189,0.006839195,0.006564575,0.0003232448,0.0005509902,0.0003893615,0.01541534,0.00005377892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.9777808,0.0005839293,0.0003222339,0.0005660441,0.0001238663,0.0000895776,0.001509205,0.00004119538,0.01898317],"genre_scores_gemma":[0.991797,0.0004891269,0.0003665116,0.0007318853,0.00009345857,0.00002287485,0.0008185219,0.00001010777,0.00567058],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09834266,"threshold_uncertainty_score":0.1955405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03226994025991633,"score_gpt":0.3027918962568369,"score_spread":0.2705219559969206,"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."}}