{"id":"W4313072078","doi":"10.51922/1818-426x.2022.4.60","title":"APPROBATION OF METHODS FOR DETECTING BACTERIA OF THE STAPHYLOCOCCUS AUREUS SPECIES IN THE AIR ENVIRONMENT OF THE PREMISES OF HEALTHCARE ORGANIZATIONS IN A MODEL EXPERIMENT","year":2022,"lang":"en","type":"article","venue":"Medical Journal","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staphylococcus aureus; Hygiene; Quarter (Canadian coin); Microorganism; Health care; Microbiology; Bacteria; Biology; Medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002864179,0.001095302,0.0008405953,0.0006812611,0.0006588447,0.0008370652,0.0009300821,0.001335076,0.00200865],"category_scores_gemma":[0.003428099,0.0005082451,0.00103283,0.0004085183,0.0006635288,0.0005877643,0.0009978475,0.0008437314,0.0007617108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004116573,"about_ca_system_score_gemma":0.0007021831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153063,"about_ca_topic_score_gemma":0.001691805,"domain_scores_codex":[0.9927132,0.002798981,0.0003652319,0.001633527,0.002122826,0.0003663715],"domain_scores_gemma":[0.9954311,0.001215143,0.0005702816,0.001146954,0.001424937,0.0002115652],"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":[0.001680661,0.001628755,0.005672849,0.0003155381,0.00005779197,0.00006474048,0.0002921174,0.0004368564,0.9755918,0.000120397,0.0001332226,0.01400523],"study_design_scores_gemma":[0.0001232777,0.02337969,0.0183806,0.00006505238,0.0002195127,0.0003759547,0.0003521958,0.0042073,0.9487245,0.0001803222,0.003918167,0.00007342431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935856,0.0008587216,0.05783265,0.0003290148,0.0003638621,0.001795627,0.0006676639,0.0002688812,0.002027563],"genre_scores_gemma":[0.791959,0.001366005,0.1936395,0.0003004969,0.0002167557,0.003581682,0.001546986,0.0001410245,0.007248458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002864179,"threshold_uncertainty_score":0.01514745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05219354097351264,"score_gpt":0.3789154086688343,"score_spread":0.3267218676953216,"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."}}