{"id":"W2921932001","doi":"10.5206/uwomj.v85i1.4200","title":"A gut reaction","year":2016,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibiotics; Clostridium difficile; Intensive care medicine; Antibiotic resistance; Medicine; Medical prescription; Biology; Microbiology; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009610237,0.0008750515,0.0007943522,0.0009273691,0.001123694,0.002014418,0.0007285987,0.005134657,0.04590768],"category_scores_gemma":[0.006116044,0.0003346622,0.001205739,0.0005804764,0.001186731,0.001962781,0.001197953,0.005995511,0.01614386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207941,"about_ca_system_score_gemma":0.0008926564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238921,"about_ca_topic_score_gemma":0.000944118,"domain_scores_codex":[0.9986248,0.0003491458,0.0001046787,0.0002966198,0.0002905533,0.0003342475],"domain_scores_gemma":[0.9979329,0.0005473985,0.000353779,0.0002662801,0.0004891396,0.0004105047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002312314,0.0006269984,0.02311511,0.001757826,0.00031256,0.3933094,0.001050116,0.0004510242,0.0152078,0.02215517,0.2708212,0.2688805],"study_design_scores_gemma":[0.0002735775,0.0009371334,0.009058549,0.001127686,0.0001796075,0.4149043,0.001017323,0.0004964667,0.003768687,0.006945967,0.5612077,0.00008305531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1214832,0.1706451,0.02005267,0.2355194,0.06044395,0.00104965,0.00251519,0.003065863,0.385225],"genre_scores_gemma":[0.5640414,0.04535513,0.006420408,0.2026491,0.01875496,0.000275571,0.001377379,0.0003643362,0.1607617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04590768,"threshold_uncertainty_score":0.1535765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267357482932673,"score_gpt":0.2580706723317797,"score_spread":0.235397097502453,"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."}}