{"id":"W4399302879","doi":"10.3390/genes15060733","title":"Hope on the Horizon? Aptamers in Diagnosis of Invasive Fungal Infections","year":2024,"lang":"en","type":"article","venue":"Genes","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Aptamer; Biology; Computational biology; Molecular diagnostics; Biotechnology; Bioinformatics; Genetics","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":[0.000102186,0.00007930608,0.00007892666,0.00006739653,0.00003313024,0.00001277346,0.00007145475,0.00006531965,0.000003636431],"category_scores_gemma":[0.00007446342,0.00005165314,0.00008422221,0.0002038441,0.0000749712,0.000001684401,0.00003905499,0.00006210582,0.000003391217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008673293,"about_ca_system_score_gemma":0.00003238746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002834152,"about_ca_topic_score_gemma":0.0002452545,"domain_scores_codex":[0.999517,0.00004075738,0.0001090818,0.000178088,0.00006072415,0.00009441051],"domain_scores_gemma":[0.9996993,0.00005048993,0.0000244635,0.0001813688,0.00002906449,0.00001532064],"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":[0.00002300705,0.0001083315,0.01634416,0.00002942512,0.0001291671,0.00001066289,0.00004966862,0.00004886975,0.9233137,0.0006326743,0.004180772,0.0551296],"study_design_scores_gemma":[0.00003309263,0.0002953624,0.0008933461,0.0000415066,0.00001826439,0.00000361221,0.00007907481,0.00001398403,0.9822724,0.0001480304,0.01612547,0.00007582508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997459,0.001049764,0.0000919936,0.0005477336,0.00007901088,0.00008648446,0.00001715352,0.00002061232,0.000648242],"genre_scores_gemma":[0.9967241,0.002749351,0.0001563998,0.0001045739,0.00009493058,0.00002886256,0.00001465852,0.000008621444,0.0001184567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05895877,"threshold_uncertainty_score":0.2106354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188022426934961,"score_gpt":0.2705335291250984,"score_spread":0.2586533048557488,"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."}}