{"id":"W4391384109","doi":"10.3390/foods13030453","title":"Photodynamic Inactivation of Foodborne Bacteria: Screening of 32 Potential Photosensitizers","year":2024,"lang":"en","type":"article","venue":"Foods","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chinook Regional Hospital","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Government of Canada","keywords":"Antimicrobial; Salmonella enterica; Biofilm; Staphylococcus aureus; Microbiology; Food spoilage; Photosensitizer; Food science; Chemistry; Colony-forming unit; Food microbiology; Bacteria; Biology; Salmonella; Photochemistry","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":[0.0004381414,0.0006416414,0.00052622,0.0005532156,0.0001979634,0.0002626795,0.0002453987,0.0004622227,0.000740933],"category_scores_gemma":[0.0003119748,0.0002062495,0.000523609,0.0004247064,0.0001417659,0.0002629469,0.0003155286,0.000245289,0.0001663094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311758,"about_ca_system_score_gemma":0.0003129638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007792494,"about_ca_topic_score_gemma":0.001627063,"domain_scores_codex":[0.9997143,0.00006700699,0.0000325802,0.00005575752,0.00009304968,0.00003725071],"domain_scores_gemma":[0.9998587,0.00003289294,0.00003634319,0.00001080592,0.0000429671,0.00001829756],"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":[0.00006927882,0.0001098363,0.0002917804,0.0001500473,0.000009617066,0.00003182041,0.00001800786,0.000217025,0.9960503,0.00001765324,0.00001786906,0.003016893],"study_design_scores_gemma":[0.00001901219,0.002745865,0.005109298,0.00003345476,0.00005572883,0.0001676974,0.00004902056,0.0004703121,0.9897386,0.00001457363,0.001587311,0.000009109037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920412,0.004817018,0.001820382,0.00007033537,0.00001269338,0.0001223625,0.0001907608,0.00003120018,0.0008940161],"genre_scores_gemma":[0.9817342,0.006545236,0.008588417,0.000041945,0.0000111325,0.0001523216,0.0004928056,0.00001628452,0.002417765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007792494,"threshold_uncertainty_score":0.002478719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509588880361832,"score_gpt":0.3048425366137097,"score_spread":0.2897466478100914,"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."}}