{"id":"W3127985437","doi":"10.3390/diagnostics11020280","title":"Rapid Diagnosis of Pseudomonas aeruginosa in Wounds with Point-Of-Care Fluorescence Imaing","year":2021,"lang":"en","type":"article","venue":"Diagnostics","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cyan; Curettage; Pseudomonas aeruginosa; Medicine; Fluorescence; Surgery; Bacteria; Microbiology; Biology; Optics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006878987,0.000317908,0.0003697283,0.001263783,0.0002415767,0.0004768664,0.0002304373,0.000639501,0.001008213],"category_scores_gemma":[0.001343158,0.0002387604,0.000170056,0.0003344931,0.0002741291,0.0004378129,0.0003328311,0.0003934634,0.0004086383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529772,"about_ca_system_score_gemma":0.0001106621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003976657,"about_ca_topic_score_gemma":0.0006298691,"domain_scores_codex":[0.9994088,0.0002020889,0.00003311895,0.00008328302,0.0001889633,0.00008367016],"domain_scores_gemma":[0.9994872,0.0001950675,0.0001054129,0.00003142914,0.0001314186,0.00004942679],"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":[0.002134467,0.0004739446,0.2636598,0.0004144217,0.00003349756,0.006141312,0.0005199359,0.0002737573,0.6767354,0.0001561042,0.0005312868,0.04892605],"study_design_scores_gemma":[0.00006598094,0.006027134,0.5109244,0.0002485598,0.0001345776,0.03343023,0.001877872,0.01483111,0.4282634,0.0004995028,0.003633622,0.00006359865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835623,0.002668783,0.01090253,0.0001325576,0.0000347297,0.0001907951,0.0001083539,0.00009495464,0.002304982],"genre_scores_gemma":[0.991521,0.0007054244,0.007045716,0.0001050315,0.0000170956,0.00004313722,0.00006826832,0.000006593029,0.0004876844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001263783,"threshold_uncertainty_score":0.003637969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159504104107482,"score_gpt":0.2729925049221325,"score_spread":0.2570420945113843,"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."}}