{"id":"W2789020304","doi":"10.1093/mmy/myx006","title":"OUP accepted manuscript","year":2017,"lang":"en","type":"article","venue":"Medical Mycology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; Astellas Pharma Global Development; Astellas Pharma; European Society for Paediatric Infectious Diseases; Sick Kids Foundation; General Secretariat for Research and Technology","keywords":"Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001491427,0.001472183,0.001456474,0.002217476,0.001815397,0.008820055,0.002281068,0.004552013,0.8351637],"category_scores_gemma":[0.004124771,0.0007993844,0.00119871,0.001618932,0.001182673,0.00268449,0.004835654,0.002978545,0.7956982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126916,"about_ca_system_score_gemma":0.002165628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542126,"about_ca_topic_score_gemma":0.001897171,"domain_scores_codex":[0.9983198,0.0002644612,0.0001221772,0.0004914574,0.0005161584,0.0002858942],"domain_scores_gemma":[0.9982198,0.0002052617,0.0001061123,0.0003990265,0.0005983041,0.0004714662],"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":[0.0006128849,0.0003338271,0.001232733,0.001565635,0.00007798197,0.001199951,0.0002057159,0.0002779895,0.006140762,0.01290683,0.6627632,0.3126824],"study_design_scores_gemma":[0.00003148375,0.00003808451,0.0004342882,0.0001101885,0.000005827691,0.0002429471,0.00004366636,0.00008014769,0.0006233625,0.0008862957,0.9974962,0.000007509097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002738947,0.0069494,0.004177132,0.006973715,0.01844288,0.0004210695,0.009120068,0.004638572,0.9465382],"genre_scores_gemma":[0.007118091,0.002728169,0.001715255,0.001807097,0.001778377,0.0001128082,0.005511527,0.00122993,0.9779987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1648363,"threshold_uncertainty_score":0.2351189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03768667728001352,"score_gpt":0.3640411717592894,"score_spread":0.3263544944792759,"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."}}