{"id":"W4394932090","doi":"10.20944/preprints202404.1033.v1","title":"Molecular Analysis of Metabolites Synthesized by<em> Candida albicans</em> and<em> Staphylococcus aureus</em> in In Vitro Cultures and Bronchoalveolar Lavage Specimens Reflecting Single or Duo-factor Pneumonia","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; Uniwersytet Mikolaja Kopernika w Toruniu; Narodowym Centrum Nauki","keywords":"Staphylococcus aureus; Candida albicans; Microbiology; In vitro; Bronchoalveolar lavage; Chemistry; Biology; Medicine; Bacteria; Biochemistry; Genetics; Lung","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":[0.0001157803,0.0003101158,0.0001284513,0.0003889672,0.0001224022,0.0001453198,0.0001322026,0.000223976,0.0007870957],"category_scores_gemma":[0.0001605484,0.00008853732,0.0002439365,0.000301545,0.0001510007,0.0001610254,0.0001495687,0.0002412726,0.0002065979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141246,"about_ca_system_score_gemma":0.0001506002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004631011,"about_ca_topic_score_gemma":0.0006260163,"domain_scores_codex":[0.9999108,0.00001113907,0.000007423037,0.00002969722,0.00002206249,0.00001888151],"domain_scores_gemma":[0.9998809,0.00004156215,0.0000259417,0.000009144188,0.00002202307,0.00002033092],"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":[0.00003455282,0.000006347256,0.0001941909,0.00001421144,0.000002630868,0.00002602921,0.000005835222,0.00001734222,0.9989624,0.00001017808,0.000005383498,0.0007208658],"study_design_scores_gemma":[0.000002573932,0.0002322763,0.01069798,0.000006652331,0.00001752326,0.0001503701,0.00004126749,0.0003288213,0.9879873,0.00002064759,0.0005107397,0.000003833579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886678,0.001631055,0.006831882,0.00005924139,0.00002996907,0.0000469299,0.001738689,0.00004274161,0.0009517181],"genre_scores_gemma":[0.9733577,0.00203688,0.01654173,0.00008240352,0.00001915507,0.0001171716,0.003815813,0.00002596805,0.004003152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007870957,"threshold_uncertainty_score":0.002633154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047853884580976,"score_gpt":0.2909311855462555,"score_spread":0.2504526467004458,"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."}}