{"id":"W2570633621","doi":"10.1128/microbiolspec.dmih2-0015-2015","title":"Selected Topics in Anaerobic Bacteriology","year":2016,"lang":"en","type":"review","venue":"Microbiology Spectrum","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Obligate anaerobe; Microbiology; Biology; Microbiome; Bacteriology; Clostridium difficile; Antibiotics; Anaerobic bacteria; Dysbiosis; Immunology; Bacteria; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002370365,0.0006190704,0.00289374,0.0008262702,0.00005567615,0.00001478669,0.0003805418,0.001325603,0.001809941],"category_scores_gemma":[0.000162204,0.0004248704,0.0004831448,0.0009178575,0.0002764255,0.00002301956,0.000234278,0.001267412,0.001582896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000825415,"about_ca_system_score_gemma":0.001182216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004626037,"about_ca_topic_score_gemma":0.0001558894,"domain_scores_codex":[0.9965592,0.0003593543,0.0009226218,0.0009307039,0.0000692631,0.001158869],"domain_scores_gemma":[0.9986157,0.0001938153,0.00020949,0.0007463815,0.00006599981,0.0001686592],"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":[0.0001864509,0.0004396653,0.0002529384,0.00781736,0.0007157353,0.001241673,0.00003153252,2.541918e-8,0.01770632,0.0002064691,0.008616704,0.9627851],"study_design_scores_gemma":[0.0008421364,0.0004318204,0.00007483613,0.004618353,0.0002027073,0.001950245,0.000002536326,1.406633e-7,0.0009766357,0.000009982596,0.9904933,0.0003972883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004159299,0.9919966,0.000002271902,0.001033909,0.000418861,0.001124784,0.0001750189,0.00009327543,0.0009959376],"genre_scores_gemma":[0.00007862763,0.9918677,0.00004802453,0.0000958622,0.0007506065,0.00008665528,0.0009233374,0.00008442666,0.006064785],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9818766,"threshold_uncertainty_score":0.9999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03055630825980709,"score_gpt":0.3223758567006221,"score_spread":0.291819548440815,"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."}}