{"id":"W7070644711","doi":"","title":"Primary characterization of a panel of monoclonal antibodies raised against the fungal pathogen Candida albicans","year":2014,"lang":"en","type":"article","venue":"NPARC","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Candida albicans; Monoclonal antibody; Pathogen; Corpus albicans; Antibody; Immunofluorescence; Candida tropicalis; Glycoprotein; Yeast","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":[0.0004927497,0.001256093,0.0005641559,0.0009705413,0.000337629,0.0005522586,0.0006870739,0.0005826001,0.00317518],"category_scores_gemma":[0.0006612272,0.0003140165,0.0008227249,0.0005433464,0.0001808435,0.0002925785,0.0003830929,0.0009739714,0.001280019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006778322,"about_ca_system_score_gemma":0.0003038041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008796532,"about_ca_topic_score_gemma":0.00122724,"domain_scores_codex":[0.9994414,0.00006432331,0.0000543165,0.0001205276,0.0001477991,0.0001715442],"domain_scores_gemma":[0.9993169,0.0001715297,0.0000636785,0.0000748423,0.0002802674,0.00009270611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006918237,0.00007877828,0.000505073,0.00008361787,0.00001731809,0.00007180379,0.00001571878,0.0000485985,0.9959071,0.00004748948,0.0001936031,0.002961725],"study_design_scores_gemma":[0.0001246135,0.00154619,0.03436721,0.0001170874,0.0003631902,0.002439712,0.00007636687,0.0021786,0.9327177,0.0001887177,0.02585769,0.00002302038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615719,0.00977252,0.01721302,0.0004244709,0.0001834237,0.0005041313,0.002093977,0.0003000618,0.00793649],"genre_scores_gemma":[0.9496241,0.005594463,0.02405312,0.0008774524,0.0001916322,0.0005776155,0.0128227,0.0001166636,0.006142177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00317518,"threshold_uncertainty_score":0.01062202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007546454541587085,"score_gpt":0.2130909703347413,"score_spread":0.2055445157931542,"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."}}