{"id":"W7081953056","doi":"10.1016/j.clinmicnews.2025.09.001","title":"Microbe snapshots: Clostridium septicum","year":2025,"lang":"en","type":"article","venue":"Clinical Microbiology Newsletter","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.000659078,0.0002277571,0.00040954,0.00007441256,0.0001287442,0.00006134134,0.001409867,0.0004837588,0.0002991181],"category_scores_gemma":[0.0004319037,0.0001940639,0.0002610824,0.0003238419,0.0003754584,0.00009665979,0.0008883574,0.0006125959,0.0006005545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002312011,"about_ca_system_score_gemma":0.00009262891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003659029,"about_ca_topic_score_gemma":0.000002044556,"domain_scores_codex":[0.9976195,0.0002611172,0.0007307914,0.0008313191,0.0000254367,0.0005318132],"domain_scores_gemma":[0.9980884,0.0006089273,0.000142636,0.000960576,0.00011652,0.00008289691],"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":[0.00001403345,0.0001301162,0.007165478,0.00002261253,0.0000834626,0.00003112584,0.00002289674,0.000004616235,0.2065466,0.004212833,0.7779418,0.003824429],"study_design_scores_gemma":[0.0006121188,0.00005338209,0.001247779,0.000030632,0.00001528348,0.00005082922,0.000005153598,0.0000899376,0.02990039,0.004006007,0.9637619,0.0002265857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1226152,0.0008156552,0.1706119,0.5864947,0.009231485,0.0006732524,0.00002307054,0.0007493982,0.1087853],"genre_scores_gemma":[0.5896392,0.00005611544,0.03279623,0.3202482,0.001017281,0.0000478418,0.0001102992,0.00001151002,0.05607329],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.467024,"threshold_uncertainty_score":0.7913695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959661508563138,"score_gpt":0.299701359829523,"score_spread":0.2801047447438916,"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."}}