{"id":"W2016545820","doi":"10.3109/13693786.2010.547880","title":"Prevalent nosocomial clusters among causative agents for candidemia in Hamilton, Canada","year":2011,"lang":"en","type":"article","venue":"Medical Mycology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Regional Laboratory Medicine Program; McMaster University","funders":"","keywords":"Candida parapsilosis; Incidence (geometry); Candida tropicalis; Genotype; Intensive care unit; Medical microbiology; Intensive care; Corpus albicans; Biology; Candida glabrata; Candida albicans; Microbiology; Molecular epidemiology; Medicine; Internal medicine; Intensive care medicine; Genetics; Gene","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":[0.0001915359,0.0003041533,0.0003050257,0.00130482,0.002384578,0.0008893759,0.0008485585,0.0002702276,0.001715756],"category_scores_gemma":[0.001026855,0.000295533,0.0002269185,0.002492526,0.0006379699,0.000244942,0.0008071709,0.0003986711,0.00009742446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01800621,"about_ca_system_score_gemma":0.02212235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895985,"about_ca_topic_score_gemma":0.9958904,"domain_scores_codex":[0.9992219,0.00004546361,0.00004180725,0.0001105029,0.0003440623,0.0002362994],"domain_scores_gemma":[0.998614,0.00005720213,0.0003335487,0.00002844795,0.000578052,0.0003886945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005678276,0.00002228489,0.9890643,0.00003663291,0.0000341919,0.0003736319,0.0009810718,0.00006828197,0.0009624858,0.0001003981,0.001014367,0.007285651],"study_design_scores_gemma":[0.000005840825,0.00001788607,0.9971885,0.00002386792,0.00001765663,0.0002068785,0.001210702,0.0001834766,0.0001765181,0.00002128687,0.0009366221,0.00001069718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947675,0.0008972223,0.0001893405,0.0003115511,0.00001427345,0.0000818445,0.001343083,0.0000160148,0.002379191],"genre_scores_gemma":[0.9984034,0.0003858131,0.000189762,0.00009164921,0.000004436329,0.000009374332,0.0002950994,0.000003998197,0.0006164684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01800621,"threshold_uncertainty_score":0.1306449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781388086777324,"score_gpt":0.3006554455581472,"score_spread":0.262841564690374,"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."}}