{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002453539,0.0009740656,0.0003963224,0.001093901,0.000273189,0.001532906,0.0005072886,0.0006418787,0.00132925],"category_scores_gemma":[0.00563586,0.0002479294,0.0008093513,0.0007689092,0.0003836471,0.0006570576,0.001034421,0.0005120641,0.0003105193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005045184,"about_ca_system_score_gemma":0.0005036439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00229163,"about_ca_topic_score_gemma":0.002917643,"domain_scores_codex":[0.9963388,0.001112726,0.0002899905,0.0007284282,0.001352366,0.000177654],"domain_scores_gemma":[0.994558,0.00206162,0.002272422,0.0003984416,0.0006021346,0.0001073292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005122469,0.0003142091,0.8855272,0.0009097094,0.0004140228,0.0001588966,0.0008436066,0.01098665,0.0325804,0.0005199733,0.0004679486,0.06676523],"study_design_scores_gemma":[0.000009890361,0.002668887,0.9397095,0.0002706622,0.0002858196,0.0006948573,0.001087079,0.01624527,0.03499262,0.00169854,0.002262832,0.00007403777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804663,0.0008688416,0.01378455,0.0001059386,0.00001268209,0.0002086481,0.00209786,0.00007180218,0.002383346],"genre_scores_gemma":[0.9885553,0.0003460236,0.008971562,0.00005011856,0.00001077902,0.000144093,0.001319556,0.000009074004,0.0005935965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002453539,"threshold_uncertainty_score":0.01297569,"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."}}