{"id":"W1870492399","doi":"10.1111/j.1469-0691.2010.03306.x","title":"Nocardiosis in Quebec, Canada, 1988–2008","year":2010,"lang":"en","type":"article","venue":"Clinical Microbiology and Infection","topic":"Actinomycetales infections and treatment","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de Santé Publique du Québec; Université de Sherbrooke","funders":"Pfizer","keywords":"Nocardiosis; Nocardia; Incidence (geometry); Amikacin; Linezolid; Trimethoprim; Population; Immunosuppression; Medicine; Microbiology; Biology; Antibiotics; Internal medicine; Bacteria; Environmental health; Vancomycin","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":[0.0003903865,0.0004490431,0.0003570885,0.001617343,0.00192491,0.0008989024,0.001170251,0.0006563069,0.002784526],"category_scores_gemma":[0.001152618,0.0003230642,0.0004878992,0.003683459,0.0004500933,0.0003936958,0.0005321464,0.0009032196,0.0003872322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03858257,"about_ca_system_score_gemma":0.03084236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9976326,"about_ca_topic_score_gemma":0.9989375,"domain_scores_codex":[0.999496,0.00002554896,0.00004555074,0.00006331341,0.0001850092,0.000184543],"domain_scores_gemma":[0.9984451,0.00004440394,0.0002667506,0.00002188428,0.0009268386,0.0002951275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003976003,0.00009996867,0.9259331,0.0003298087,0.0002368964,0.001307293,0.001073771,0.0009648866,0.0008141813,0.0004626059,0.03034189,0.03803803],"study_design_scores_gemma":[0.00002087017,0.00002717354,0.9818819,0.0001198464,0.00004879928,0.0003767414,0.0007579023,0.0004053657,0.0001296944,0.0000156086,0.0162032,0.00001291543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177631,0.01675695,0.0006638863,0.002571262,0.0002869712,0.0002139577,0.04109551,0.0001476508,0.02050083],"genre_scores_gemma":[0.9579253,0.006110466,0.0009020956,0.0008029087,0.00008214833,0.00008672821,0.01197585,0.00003062039,0.02208406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03858257,"threshold_uncertainty_score":0.2799375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429273335221836,"score_gpt":0.3008692870345505,"score_spread":0.2865765536823321,"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."}}