{"id":"W1521075280","doi":"10.1002/9780470057414.ch9","title":"Microarrays for Studying Pathogenicity in <i>Candida Albicans</i>","year":2006,"lang":"en","type":"other","venue":"Medical Mycology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biotechnology Research Institute","funders":"","keywords":"Candida albicans; DNA microarray; Microarray; Pathogenicity; Corpus albicans; Computational biology; Biology; Oligonucleotide; Microarray analysis techniques; Microbiology; DNA; Genetics; Gene; Gene expression","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006523198,0.0002884956,0.001033556,0.0002272759,0.0000354359,0.000004664972,0.0002034292,0.001139117,0.004420999],"category_scores_gemma":[0.0007611251,0.0002408763,0.0002083883,0.0001747211,0.0003257591,0.000008618258,0.00006068782,0.0006308814,0.00004473485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554057,"about_ca_system_score_gemma":0.0005748999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009049685,"about_ca_topic_score_gemma":0.0192912,"domain_scores_codex":[0.9977409,0.0001184651,0.0005009838,0.0006299667,0.0004298232,0.0005799101],"domain_scores_gemma":[0.9988568,0.0003260765,0.0001385844,0.000387661,0.00004046193,0.0002504346],"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":[0.0003434314,0.000604178,0.08862767,0.000595711,0.00008296121,0.0004728936,0.00004170864,7.660167e-8,0.0007323117,0.000149554,0.9022811,0.006068381],"study_design_scores_gemma":[0.00378644,0.0004336136,0.03573166,0.0004984562,0.0001360154,0.00003504292,0.00005704495,0.00001820846,0.00003758422,0.0001669132,0.9588197,0.0002793172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04586124,0.008264214,0.005192401,0.004026913,0.002059258,0.005454211,0.0004105197,0.0004318985,0.9282994],"genre_scores_gemma":[0.1917444,0.0007442188,0.002623982,0.007698508,0.002726385,0.0005702554,0.0006272091,0.000691726,0.7925733],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1458832,"threshold_uncertainty_score":0.9986042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423948256653565,"score_gpt":0.2977705192085928,"score_spread":0.2835310366420571,"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."}}