{"id":"W1555143271","doi":"10.1071/ma12163","title":"Clostridium difficile infection: the next big thing!","year":2012,"lang":"en","type":"article","venue":"Microbiology Australia","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clostridium difficile; Transmission (telecommunications); Zoonosis; Biology; Human pathogen; Human health; Microbiology; Environmental health; Veterinary medicine; Medicine; Antibiotics; Virology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004335421,0.001394475,0.001913367,0.001608835,0.00268617,0.00662938,0.001702341,0.009758247,0.02143225],"category_scores_gemma":[0.01340982,0.000434229,0.001137648,0.001310938,0.00418138,0.008443303,0.003734932,0.01259068,0.01576198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002245058,"about_ca_system_score_gemma":0.005031602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005335717,"about_ca_topic_score_gemma":0.007974237,"domain_scores_codex":[0.9957403,0.001138076,0.0003320001,0.0004119953,0.001691844,0.0006857907],"domain_scores_gemma":[0.9850529,0.003159113,0.0009528875,0.000847331,0.006161522,0.003826203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001437605,0.00008169567,0.002294842,0.001340582,0.00006301897,0.0006937791,0.0002571881,0.00004698337,0.0006111343,0.003347905,0.8087153,0.1824038],"study_design_scores_gemma":[0.00003353136,0.0002221105,0.003838933,0.00332323,0.00008393941,0.002948043,0.002164301,0.0000768059,0.000217399,0.01002698,0.9769867,0.00007809298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00133747,0.1386504,0.001159028,0.7787529,0.06817514,0.00002870272,0.0001888372,0.0003354474,0.01137198],"genre_scores_gemma":[0.02283989,0.2476869,0.004596363,0.5786815,0.09356481,0.00008637603,0.0006011527,0.0002324221,0.05171057],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02143225,"threshold_uncertainty_score":0.07169801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156160958680035,"score_gpt":0.3423586386938418,"score_spread":0.2267425428258383,"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."}}