{"id":"W4400294290","doi":"10.3390/biom14070788","title":"Molecular Analysis of Volatile Metabolites Synthesized by Candida albicans and Staphylococcus aureus in In Vitro Cultures and Bronchoalveolar Lavage Specimens Reflecting Single- or Duo-Factor Pneumonia","year":2024,"lang":"en","type":"article","venue":"Biomolecules","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; Narodowym Centrum Nauki","keywords":"Bronchoalveolar lavage; Candida albicans; Staphylococcus aureus; Microbiology; Pneumonia; In vitro; Corpus albicans; Chemistry; Biology; Medicine; Bacteria; Lung; Biochemistry; Internal medicine","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":[0.0001652401,0.0003213973,0.0002094245,0.0005232737,0.0001623443,0.0002680146,0.0001478301,0.0002716851,0.0003914265],"category_scores_gemma":[0.0002140012,0.0001156555,0.0002895112,0.0004476183,0.000174738,0.0001445856,0.0002051414,0.0002631808,0.0001271755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119053,"about_ca_system_score_gemma":0.0001686556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005986103,"about_ca_topic_score_gemma":0.0007700147,"domain_scores_codex":[0.9998049,0.00002743656,0.00001985055,0.0000519423,0.00005680863,0.00003897187],"domain_scores_gemma":[0.9998571,0.00004027615,0.00003391858,0.00001011388,0.00003290685,0.00002570726],"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":[0.00006984428,0.00001724589,0.001602865,0.00002834303,0.000007999141,0.00005948305,0.00002201957,0.00002477961,0.9970758,0.000009106585,0.000007244432,0.00107531],"study_design_scores_gemma":[0.000006109105,0.0006797478,0.06713387,0.00001646928,0.00006266608,0.0006649334,0.0002464949,0.000627659,0.9298778,0.00003660855,0.0006379979,0.000009727201],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952003,0.00153919,0.001972347,0.00002325097,0.00002036412,0.00003913315,0.0007644066,0.00001485753,0.000426171],"genre_scores_gemma":[0.9881022,0.00178813,0.006951792,0.00005916003,0.00002143276,0.00009524367,0.001977909,0.0000092492,0.0009948062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005986103,"threshold_uncertainty_score":0.001309454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018718432509904,"score_gpt":0.2616815189785175,"score_spread":0.2514943346534185,"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."}}