{"id":"W2124706137","doi":"10.1086/432069","title":"Surface Response Modeling to Examine the Combination of Amphotericin B Deoxycholate and 5‐Fluorocytosine for Treatment of Invasive Candidiasis","year":2005,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Valeant Pharmaceuticals International","keywords":"Amphotericin B; Invasive candidiasis; Amphotericin B deoxycholate; Microbiology; Medicine; Biology; Antifungal; Fluconazole; Caspofungin","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":[],"consensus_categories":[],"category_scores_codex":[0.0006751331,0.0006823163,0.0007116317,0.0002917208,0.0001283095,0.0004385047,0.0006016662,0.0009418897,0.001424878],"category_scores_gemma":[0.001147555,0.0002256032,0.0009971856,0.0003079562,0.0001844432,0.000288329,0.0002518066,0.0006234302,0.0002831441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004239163,"about_ca_system_score_gemma":0.0004211841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002266434,"about_ca_topic_score_gemma":0.00148189,"domain_scores_codex":[0.9996842,0.0001517293,0.00001313899,0.00003323642,0.00008439268,0.00003335506],"domain_scores_gemma":[0.9996827,0.000220135,0.00003727242,0.0000163504,0.00003542396,0.000008119841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003007803,0.0001870133,0.001290434,0.0001970618,0.00009136343,0.0001362394,0.00005620139,0.8629115,0.1150897,0.005668499,0.0004164325,0.01365466],"study_design_scores_gemma":[0.00001341959,0.0001572328,0.00021306,0.00000303843,0.00001387462,0.00002602209,0.000008300797,0.9869112,0.01146316,0.0004149803,0.000769205,0.000006445756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3789052,0.001238781,0.6083385,0.0006397608,0.0001094848,0.000294554,0.0004149755,0.0009083543,0.009150374],"genre_scores_gemma":[0.9334183,0.0007897893,0.06113026,0.0001039618,0.00001993033,0.0003449222,0.0001653002,0.00006096454,0.003966535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002266434,"threshold_uncertainty_score":0.004766703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500210874716223,"score_gpt":0.3016054028771649,"score_spread":0.2766032941300026,"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."}}