{"id":"W2790579993","doi":"10.1097/inf.0000000000001913","title":"Antifungal Susceptibility and Clinical Outcome in Neonatal Candidiasis","year":2018,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Research Resources","keywords":"Invasive candidiasis; Antifungal; Medicine; Intensive care medicine; Outcome (game theory); Echinocandins; Microbiology; Pediatrics; Biology; Dermatology; Fluconazole; Caspofungin; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002254422,0.0002022674,0.0004137119,0.0001698531,0.0004004909,0.00008671654,0.0001284696,0.0001127979,0.0004023453],"category_scores_gemma":[0.002058876,0.000130003,0.00028259,0.0003979594,0.0004863939,0.0001928478,0.00008567119,0.0009062993,0.00006545284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001621119,"about_ca_system_score_gemma":0.000523085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001119082,"about_ca_topic_score_gemma":0.0005804817,"domain_scores_codex":[0.9976575,0.0003344374,0.000818182,0.0003507569,0.0004008077,0.0004382974],"domain_scores_gemma":[0.998118,0.0003924453,0.0002018564,0.0004201152,0.0002449779,0.0006225859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008272366,0.0002379859,0.9943727,0.00005062089,0.00003428407,0.0001616873,0.0001488531,6.017611e-7,0.000005360302,0.00002237708,0.0006180709,0.00352017],"study_design_scores_gemma":[0.001843894,0.0004178469,0.9957359,0.00001423537,0.0003918656,0.0003231404,0.0001639881,0.0001130717,0.000001936146,0.0007101111,0.0001407346,0.0001432469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967839,0.0008330966,0.0001443576,0.0005775845,0.0006897904,0.0003259497,0.00001446764,0.0000422983,0.0005885261],"genre_scores_gemma":[0.9950905,0.001048453,0.00003701795,0.0004821424,0.003165893,0.000003441586,0.000002063708,0.00001867547,0.0001518556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003376923,"threshold_uncertainty_score":0.5301366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490960458973249,"score_gpt":0.3436752236522141,"score_spread":0.3187656190624816,"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."}}