{"id":"W4362575829","doi":"10.22215/etd/2023-15377","title":"Unveiling Macrophage-Biofilm Interactions: Implications for Cellular Metabolism and Wound Healing","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Bruyère Research Institute","keywords":"Reprogramming; Biofilm; Inflammation; Macrophage; Microbiology; Wound healing; Pseudomonas aeruginosa; Staphylococcus aureus; Biology; Cell biology; Immunology; Chemistry; Bacteria; Cell; In vitro; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000286768,0.0002545005,0.0002312309,0.000213923,0.0003069481,0.0009073188,0.0001243195,0.0004426466,0.002717914],"category_scores_gemma":[0.0001218017,0.0001005454,0.0002073023,0.00016396,0.0002626715,0.0006886454,0.0003774714,0.0008169085,0.000742382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003019483,"about_ca_system_score_gemma":0.0004832164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002323915,"about_ca_topic_score_gemma":0.0006488198,"domain_scores_codex":[0.9999316,0.00001423581,0.000004123841,0.00001089695,0.00001876033,0.0000203438],"domain_scores_gemma":[0.999947,0.000006941846,0.000008651041,0.000002072268,0.00001330672,0.00002199845],"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":[0.0002252712,0.0001246235,0.0007497491,0.001037989,0.00001766597,0.0002470204,0.000401504,0.0001994605,0.8915911,0.005062897,0.002431602,0.0979111],"study_design_scores_gemma":[0.0001033613,0.001261173,0.03430412,0.001478611,0.0001293398,0.001819211,0.003269642,0.001722711,0.6545678,0.02156565,0.279702,0.00007638503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5157483,0.411276,0.015834,0.02286974,0.001245817,0.000124814,0.0005733534,0.0001175569,0.03221054],"genre_scores_gemma":[0.7038724,0.2429148,0.01546656,0.002500727,0.0005064368,0.0001210898,0.0003142043,0.00004677447,0.03425693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002717914,"threshold_uncertainty_score":0.009092331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04370430593584577,"score_gpt":0.3737306763036544,"score_spread":0.3300263703678086,"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."}}