{"id":"W6958995589","doi":"10.7282/t33j3gqw","title":"Surfactant Concentration and Type Affects the Removal of Escherichia coli from Pig Skin During a Simulated Handwash","year":2017,"lang":"en","type":"article","venue":"View","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Pulmonary surfactant; Escherichia coli; Sodium; Critical micelle concentration; Log reduction; Sodium dodecyl sulfate; Bacteria; Ethanol","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":[0.0001748944,0.00007744951,0.0002265821,0.000008205819,0.0002099366,0.00002841366,0.00005072492,0.0000669424,0.00006406081],"category_scores_gemma":[0.0004240287,0.00005301876,0.00003056038,0.00004650325,0.00007039206,0.00005638344,0.00002572031,0.000123988,0.000008084602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003223105,"about_ca_system_score_gemma":0.00007582253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007588237,"about_ca_topic_score_gemma":0.0001269353,"domain_scores_codex":[0.9994045,0.00008098847,0.0001536811,0.0001270698,0.0001173669,0.0001163705],"domain_scores_gemma":[0.9991905,0.0001142086,0.0001644183,0.0003335732,0.0001419203,0.00005538992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001933708,0.0001910095,0.2270993,0.002020399,0.00049206,0.0003127161,0.002631282,0.0001312452,0.7003763,0.000769957,0.0002449799,0.06379706],"study_design_scores_gemma":[0.002838569,0.0002007096,0.9622146,0.0007090177,0.000139984,0.00003756691,0.00004072077,0.005400496,0.02248377,0.00006204006,0.005766626,0.0001058352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939637,0.003455401,0.000009599888,0.001146356,0.0003078923,0.0005048283,0.000005695196,0.00002265871,0.0005838499],"genre_scores_gemma":[0.9988459,0.0006602499,0.00007218624,0.0001717418,0.0001276586,0.000002449283,0.000006161434,0.00001037336,0.0001032664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7351153,"threshold_uncertainty_score":0.2162042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02660901710699836,"score_gpt":0.3114191528787418,"score_spread":0.2848101357717435,"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."}}