{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003608617,0.0001709791,0.000309771,0.0001179535,0.0002707971,0.00005586116,0.0002158852,0.0001105075,0.003838995],"category_scores_gemma":[0.0001798565,0.00009563209,0.0002262122,0.0002041459,0.00006798252,0.0001043508,0.0002200301,0.0003761292,0.001269515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009245769,"about_ca_system_score_gemma":0.0001162929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009675598,"about_ca_topic_score_gemma":0.000006611977,"domain_scores_codex":[0.9980312,0.000025855,0.000371602,0.0002780093,0.0007014948,0.0005918465],"domain_scores_gemma":[0.9987186,0.0001006407,0.00008692579,0.0003744317,0.0002014547,0.0005179349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006426022,0.0002585051,0.03684437,0.00004471897,0.0001218151,0.0009304373,0.0001448663,0.00000138826,0.8512521,0.00007250359,0.08483654,0.02485017],"study_design_scores_gemma":[0.00804601,0.001047168,0.01874039,0.0007119649,0.0001506295,0.008306789,0.0001413892,0.00006592785,0.7252525,0.0006946647,0.2362967,0.0005458311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595997,0.0003193181,0.00004451668,0.03604657,0.0002896809,0.0001305931,0.000008717377,0.00005268521,0.003508257],"genre_scores_gemma":[0.9286034,0.001901915,0.00007943433,0.0001606267,0.001101744,0.000005653466,0.000002663149,0.00003833256,0.06810629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1514602,"threshold_uncertainty_score":0.9995081,"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."}}