{"id":"W7056632652","doi":"","title":"Falling standards, rising risks: Issues in hospital cleanliness with contracting out","year":2004,"lang":"en","type":"other","venue":"Arca (British Columbia Electronic Library Network)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Housekeeping; Health care; Falling (accident); Service (business); Control (management); Hygiene; Government (linguistics); Infection control","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":[0.05351917,0.0004001506,0.0004708282,0.002236602,0.01990298,0.01941356,0.003145541,0.008463247,0.005381141],"category_scores_gemma":[0.1273936,0.0007883816,0.0006712033,0.00439606,0.02100864,0.01122793,0.007132249,0.01134799,0.0004368721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03288155,"about_ca_system_score_gemma":0.04989553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2316985,"about_ca_topic_score_gemma":0.3152968,"domain_scores_codex":[0.9179557,0.04249316,0.004770686,0.002325575,0.02511802,0.007336861],"domain_scores_gemma":[0.8728291,0.06059544,0.01911282,0.003411093,0.02463768,0.01941393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001757559,0.0003067047,0.1114268,0.001460873,0.00009228364,0.003980159,0.2093989,0.0006466569,0.0004668905,0.08701918,0.2228087,0.3622172],"study_design_scores_gemma":[0.00004741952,0.0004287281,0.1091585,0.003399529,0.00004628545,0.003716159,0.4646476,0.0006968427,0.0004332257,0.04293623,0.3741523,0.000337127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05441028,0.01618859,0.002079481,0.8961219,0.002083605,0.00005996343,0.00003925345,0.0000539454,0.02896298],"genre_scores_gemma":[0.7682025,0.02009308,0.004756724,0.1901185,0.00394493,0.0001096294,0.00006455489,0.0001548204,0.01255533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2316985,"threshold_uncertainty_score":0.4606997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005644745483028767,"score_gpt":0.2380893211333561,"score_spread":0.2324445756503274,"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."}}