{"id":"W3196733151","doi":"10.1111/jam.15273","title":"Quantifying pathogen infection risks from household laundry practices","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Microbiology","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Procter and Gamble","keywords":"Laundry; Pathogen; Microbiology; Biology; Biotechnology; Environmental health; Medicine; Waste management; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003315859,0.00009615547,0.0003244003,0.0001170103,0.00006709989,0.00002129052,0.00003114948,0.0001765696,0.0001915397],"category_scores_gemma":[0.0001402935,0.00008021285,0.0001452457,0.0001205438,0.00002714847,0.00008620045,0.00002192366,0.0003780541,0.00003146027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005890493,"about_ca_system_score_gemma":0.0001546863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005979696,"about_ca_topic_score_gemma":0.00007963208,"domain_scores_codex":[0.9991872,0.00006228841,0.0004238316,0.0001398634,0.0000548368,0.0001320248],"domain_scores_gemma":[0.9984643,0.0001332192,0.001010944,0.0001151987,0.0002226217,0.00005372808],"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":[0.0004837663,0.0001565916,0.0375005,0.00001823581,0.0002072195,0.00007655349,0.00007684094,0.0001205243,0.9575726,0.000117258,0.0006783189,0.002991587],"study_design_scores_gemma":[0.007299076,0.0006117609,0.2970354,0.0001739742,0.001260968,0.005510799,0.0003084397,0.0001128364,0.366196,0.000548473,0.3206163,0.0003258957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923941,0.0004751463,0.00444295,0.0004333094,0.0008930007,0.0000882351,0.00001567557,0.00002142344,0.001236133],"genre_scores_gemma":[0.9965361,0.0003192636,0.001624171,0.0005826287,0.0008089188,0.000001965433,0.0000648147,0.000013124,0.0000490413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5913766,"threshold_uncertainty_score":0.3270985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09939159699645601,"score_gpt":0.3388341502515573,"score_spread":0.2394425532551013,"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."}}