{"id":"W7075700727","doi":"","title":"Rapid identification of Candida species by using nuclear magnetic resonance spectroscopy and a statistical classification strategy","year":2003,"lang":"en","type":"other","venue":"NPARC","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nuclear magnetic resonance spectroscopy; Candida glabrata; Yeast; Candida tropicalis; Identification (biology); Proton NMR; Candida parapsilosis; Metabolite","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001110052,0.0004764439,0.000338961,0.002062397,0.0003074225,0.0006602593,0.0004319715,0.000284557,0.0009504637],"category_scores_gemma":[0.004557316,0.0001939143,0.000321412,0.00102762,0.0003442303,0.000556953,0.0003805038,0.0003045744,0.0004207256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004027303,"about_ca_system_score_gemma":0.0007738575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225147,"about_ca_topic_score_gemma":0.002446859,"domain_scores_codex":[0.9993694,0.0002050471,0.00005643249,0.0001076612,0.0002249932,0.00003639211],"domain_scores_gemma":[0.9978677,0.0009686474,0.0002921135,0.0002214472,0.0005689684,0.00008104732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004260893,0.000295301,0.02210421,0.0001557148,0.00008869601,0.0002359577,0.0001179599,0.0418772,0.125451,0.006910387,0.002690636,0.7996469],"study_design_scores_gemma":[0.00005967709,0.000351065,0.02903255,0.00001917222,0.00006020844,0.0007280572,0.00009874612,0.8957116,0.05944287,0.01057771,0.003830848,0.00008737866],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2481274,0.000480038,0.7443478,0.000353159,0.00004186712,0.0001837565,0.000492015,0.002087815,0.003886117],"genre_scores_gemma":[0.4803416,0.0002189228,0.5167292,0.0001020348,0.0000410288,0.0001509077,0.0009040241,0.00005398825,0.001458211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00225147,"threshold_uncertainty_score":0.005870581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082877186128755,"score_gpt":0.2362735841013764,"score_spread":0.2254448122400889,"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."}}