{"id":"W4213416807","doi":"10.3410/f.11547956.12596054","title":"Faculty Opinions recommendation of Epidemiology of invasive candidiasis: a persistent public health problem.","year":2011,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Epidemiology; Candida glabrata; Intensive care medicine; Population; Mortality rate; Invasive candidiasis; Public health; Aspergillosis; Amphotericin B; Candida albicans; Antifungal; Internal medicine; Environmental health; Immunology; Pathology; Biology; Dermatology; Fluconazole","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002751758,0.0009160645,0.001373305,0.003140986,0.001731217,0.005358821,0.002768907,0.00781051,0.3419751],"category_scores_gemma":[0.03630991,0.0006578324,0.001324657,0.004173977,0.000794554,0.003857954,0.002220181,0.005575435,0.2552264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193465,"about_ca_system_score_gemma":0.009608857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01384942,"about_ca_topic_score_gemma":0.01888273,"domain_scores_codex":[0.9965532,0.0004199195,0.0003389012,0.0004022149,0.00201133,0.0002744338],"domain_scores_gemma":[0.9694035,0.002070574,0.001712026,0.0009498808,0.02058336,0.00528069],"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":[0.000004462865,0.00001399525,0.0003590258,0.0001014773,0.000002864185,0.00001146688,0.000006167359,0.000005808086,0.00001371879,0.0000799119,0.9827628,0.01663813],"study_design_scores_gemma":[0.00002720062,0.00001129814,0.002641699,0.0008343788,0.00001786731,0.00006759238,0.00009425585,0.00005835074,0.00003922041,0.0005767585,0.9956173,0.00001413203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"dataset","genre_scores_codex":[0.0007567765,0.01272989,0.001263641,0.5357634,0.2126831,0.000829495,0.02748053,0.00105488,0.2074383],"genre_scores_gemma":[0.00795222,0.03678788,0.0045578,0.1824235,0.1789627,0.0009496376,0.03058915,0.0008684812,0.5569086],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3419751,"threshold_uncertainty_score":0.9385927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241105852335137,"score_gpt":0.3985060518179632,"score_spread":0.2743954665844495,"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."}}