{"id":"W2562937967","doi":"10.1111/myc.12631","title":"FungiScope<sup>™</sup>—Global Emerging Fungal Infection Registry","year":2017,"lang":"en","type":"article","venue":"Mycoses","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Astellas Pharma; Gilead Sciences; Meso Scale Diagnostics; Pfizer","keywords":"Medicine; Environmental health","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":[0.0002499853,0.0001791367,0.0003000569,0.00002975779,0.0005852415,0.0001277359,0.000164124,0.000130018,0.0003798515],"category_scores_gemma":[0.0007994745,0.0001558082,0.0001665809,0.00007165113,0.0001726017,0.0002946946,0.00009711661,0.0002145148,0.0002608441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001397677,"about_ca_system_score_gemma":0.0001305575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000605605,"about_ca_topic_score_gemma":0.0002118692,"domain_scores_codex":[0.998706,0.00003278579,0.00024066,0.0003766531,0.0003031307,0.0003407012],"domain_scores_gemma":[0.9985111,0.00002830215,0.0001368298,0.001052704,0.0001119336,0.0001590751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002388694,0.0001082004,0.9749982,0.0001334085,0.00005059188,0.000107796,0.00008601514,0.00001350788,0.001165503,0.0004231219,0.009112045,0.0135627],"study_design_scores_gemma":[0.0007156216,0.0001502775,0.9699261,0.0001909221,0.00009151095,0.00006007223,0.0001847825,0.0002826275,0.001430621,0.0002986549,0.02648572,0.0001831376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406957,0.0004873797,0.0002785975,0.0006543924,0.0002406462,0.0001999981,0.00002343811,0.0001189273,0.0573009],"genre_scores_gemma":[0.993551,0.0001994556,0.0002287423,0.0002357325,0.000506948,0.000009597712,0.0000177983,0.00001562774,0.005235113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05285527,"threshold_uncertainty_score":0.6353673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710404504924319,"score_gpt":0.3314518547293668,"score_spread":0.3043478096801236,"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."}}