{"id":"W2415657445","doi":"10.1080/21505594.2016.1196300","title":"Combinatorial strategies for combating invasive fungal infections","year":2016,"lang":"en","type":"review","venue":"Virulence","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Antifungal; Antifungal drug; Biology; Drug; Antifungal drugs; Drug resistance; Candida auris; Fungal pathogen; Pathogen; Intensive care medicine; Pharmacology; Microbiology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003239409,0.0003429876,0.001320175,0.0001079445,0.000205151,0.00005524558,0.0001695872,0.0003352386,0.0001063363],"category_scores_gemma":[0.0009558976,0.0002307442,0.0005786584,0.0002072418,0.0001828238,0.0001697205,0.00005706637,0.000347862,0.0001654284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857616,"about_ca_system_score_gemma":0.001874743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001534026,"about_ca_topic_score_gemma":0.00002905125,"domain_scores_codex":[0.9982804,0.00009180629,0.0005483979,0.0004879987,0.0002412894,0.0003501157],"domain_scores_gemma":[0.997769,0.001118211,0.000292746,0.000475042,0.0002141628,0.000130858],"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":[0.00007859198,0.0004414312,0.0006791747,0.05126228,0.000321694,0.00003438021,0.00008417415,6.116895e-8,0.0000357426,0.0529829,0.0027537,0.8913259],"study_design_scores_gemma":[0.0006445282,0.0006731246,0.00003281542,0.03560638,0.0006374946,0.00003070592,0.00008475315,8.994311e-7,0.00001045606,0.004155938,0.957785,0.0003379114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001312326,0.9912807,0.0008244767,0.00002356559,0.001123464,0.001642266,0.0002073294,0.0001035821,0.004663364],"genre_scores_gemma":[0.002182355,0.9961042,0.00009504346,0.00003813539,0.0007242803,0.000285465,0.00005428288,0.00004391043,0.0004723588],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9550313,"threshold_uncertainty_score":0.9409474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06712246147575954,"score_gpt":0.3837662220920374,"score_spread":0.3166437606162779,"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."}}