{"id":"W4297459933","doi":"10.2217/fmb-2022-0049","title":"Characterizing <i>Actinotignum Schaalii</i> Infections in a Large Canadian Healthcare Region","year":2022,"lang":"en","type":"article","venue":"Future Microbiology","topic":"Actinomycetales infections and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Incidence (geometry); Medicine; Epidemiology; Intensive care medicine; Clinical microbiology; Internal medicine; Pathogen; Emergency medicine; Pediatrics; Immunology; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006745842,0.0004542048,0.0002984204,0.001924242,0.002400137,0.001286451,0.0007539931,0.0003638638,0.001020095],"category_scores_gemma":[0.002295739,0.000233269,0.0003330485,0.003120786,0.0007154772,0.0002769262,0.000719293,0.0004418586,0.0001107306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01800895,"about_ca_system_score_gemma":0.03098213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9794523,"about_ca_topic_score_gemma":0.9862722,"domain_scores_codex":[0.998784,0.00007529472,0.0000594136,0.0001784479,0.0004749591,0.0004279046],"domain_scores_gemma":[0.998038,0.0001188092,0.000554434,0.00004009009,0.000886329,0.0003623336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007585061,0.00003531915,0.9859877,0.0001028113,0.00003603091,0.0003150679,0.0008788171,0.0002291191,0.001814833,0.00009884522,0.000955774,0.009469756],"study_design_scores_gemma":[0.000003692735,0.00005687456,0.996293,0.00004785004,0.00001870783,0.0002877219,0.00148067,0.0002931397,0.0003426163,0.00001635477,0.001148751,0.00001064368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952076,0.001056876,0.0002771875,0.0002884764,0.000008843251,0.00008585526,0.001484202,0.0000181319,0.001572733],"genre_scores_gemma":[0.9977196,0.0006145332,0.0006003932,0.000152452,0.000007750423,0.00001559644,0.0006191413,0.000004177963,0.0002662664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02054775,"threshold_uncertainty_score":0.1306646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009727838651142155,"score_gpt":0.2447511589088189,"score_spread":0.2350233202576767,"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."}}