{"id":"W2261420296","doi":"10.1155/2014/308169","title":"The Prospective Antifungal Therapy Alliance<sup>®</sup> Registry: A Two‐Centre Canadian Experience","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont; Hamilton Health Sciences; University Health Network; University of Toronto; McMaster University","funders":"Merck Canada; Sunovion; Astellas Pharma US; Pfizer","keywords":"Medicine; Fluconazole; Voriconazole; Prospective cohort study; Aspergillosis; Internal medicine; Cryptococcosis; Intensive care medicine; Antifungal; Dermatology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001958525,0.0005876272,0.0004673029,0.001507027,0.004192113,0.002028576,0.001199731,0.0006482404,0.001876161],"category_scores_gemma":[0.003999691,0.0004775706,0.0004299097,0.005409047,0.001092349,0.0006871579,0.00177848,0.0007856648,0.0003579628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02384548,"about_ca_system_score_gemma":0.05714031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9485968,"about_ca_topic_score_gemma":0.9611024,"domain_scores_codex":[0.9973769,0.000324254,0.0001289796,0.0002613333,0.001046843,0.0008616735],"domain_scores_gemma":[0.9941203,0.0004542728,0.001035655,0.000323565,0.001792794,0.002273448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004303742,0.000329758,0.9493555,0.0001863227,0.00008487062,0.004313647,0.005029149,0.0003611781,0.0009541542,0.000532551,0.007169167,0.03125321],"study_design_scores_gemma":[0.0001294954,0.000439716,0.9673671,0.0002161296,0.00009866083,0.006275414,0.008058478,0.0009503058,0.0005449603,0.0000930093,0.01572052,0.0001062341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846864,0.001890029,0.0006125512,0.001519041,0.0000551279,0.0004136807,0.002635404,0.00006060149,0.008127024],"genre_scores_gemma":[0.9931371,0.001917413,0.001231605,0.000492172,0.00004065177,0.00008700445,0.001899579,0.00003219254,0.001162246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05140316,"threshold_uncertainty_score":0.1730118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005906369506424491,"score_gpt":0.2447192961331938,"score_spread":0.2388129266267694,"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."}}