{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003487825,0.0003918776,0.0005058204,0.004925562,0.0003612686,0.001888629,0.0009734718,0.000426987,0.01496648],"category_scores_gemma":[0.007945929,0.0002325868,0.0003700963,0.005632236,0.0002875463,0.001728387,0.001828529,0.000769598,0.00834331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007108689,"about_ca_system_score_gemma":0.004803576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002927457,"about_ca_topic_score_gemma":0.002062101,"domain_scores_codex":[0.9976357,0.0005263021,0.0007889844,0.0003343731,0.0005262314,0.0001883888],"domain_scores_gemma":[0.9852099,0.002552284,0.004407727,0.00181492,0.003808451,0.002206723],"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":[0.0008726583,0.0001479144,0.1896575,0.001628719,0.0001645596,0.001310778,0.0005264954,0.0009977701,0.001761049,0.008658809,0.5900534,0.2042204],"study_design_scores_gemma":[0.0002690888,0.0001849246,0.1461405,0.001467689,0.0001289882,0.003768271,0.0005235514,0.001283328,0.002039025,0.001671914,0.8424487,0.00007410924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.1653728,0.02359231,0.02692939,0.01885297,0.002588499,0.004333961,0.6135722,0.007842985,0.1369149],"genre_scores_gemma":[0.3057113,0.01358239,0.04201728,0.004052436,0.002331135,0.002758143,0.6080157,0.001230743,0.02030085],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01496648,"threshold_uncertainty_score":0.0500679,"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."}}