{"id":"W1971854196","doi":"10.12968/hmed.2014.75.5.271","title":"New fungal diagnostics","year":2014,"lang":"en","type":"review","venue":"British Journal of Hospital Medicine","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Intensive care medicine; Disease; Pathology","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":[0.0009804392,0.00106076,0.001457857,0.003750867,0.0003270791,0.001516063,0.001121802,0.001476655,0.007838707],"category_scores_gemma":[0.002207706,0.0003192638,0.000808112,0.002523988,0.0007336987,0.001992711,0.0009312176,0.002711812,0.004096272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007821576,"about_ca_system_score_gemma":0.00116192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001191671,"about_ca_topic_score_gemma":0.001939108,"domain_scores_codex":[0.9991968,0.0001335834,0.0001154779,0.0001080292,0.0003866329,0.00005950304],"domain_scores_gemma":[0.998884,0.000523904,0.0001437283,0.000046486,0.0003217758,0.00008008579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005030883,0.00005213172,0.000325691,0.01343231,0.00007617656,0.0002842649,0.0000624001,0.0001453728,0.00140394,0.002257413,0.03419901,0.947711],"study_design_scores_gemma":[0.00001493243,0.00005587258,0.001110794,0.006000902,0.00009145558,0.003364994,0.00007076615,0.00005716391,0.0005417022,0.001664631,0.9870082,0.00001868914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000100847,0.9972284,0.0001624752,0.0004627935,0.0004482627,0.000005659632,0.00002321062,0.000008989076,0.001559194],"genre_scores_gemma":[0.001033867,0.9967976,0.0003406513,0.0004040234,0.0003888825,0.000006177942,0.00005814317,0.00000264912,0.0009680129],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007838707,"threshold_uncertainty_score":0.02622306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262820613488944,"score_gpt":0.330450197786622,"score_spread":0.3078219916517326,"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."}}