{"id":"W2077019685","doi":"10.1016/j.ajic.2010.04.207","title":"Promises and pitfalls of recent advances in chemical means of preventing the spread of nosocomial infections by environmental surfaces","year":2010,"lang":"en","type":"review","venue":"American Journal of Infection Control","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Facility Guidelines Institute","keywords":"Medicine; Intensive care medicine","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":[0.001046228,0.0003032933,0.00251282,0.0003520734,0.00004979052,0.000007764304,0.0001075877,0.0001959221,0.0000658165],"category_scores_gemma":[0.0009109455,0.0002075026,0.0005377472,0.0003819606,0.0007159982,0.0001663723,0.00003054308,0.001124502,4.995924e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726588,"about_ca_system_score_gemma":0.0003855292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001757692,"about_ca_topic_score_gemma":0.00008013898,"domain_scores_codex":[0.9965311,0.0005827438,0.002068978,0.000205891,0.0003917354,0.0002195045],"domain_scores_gemma":[0.9934328,0.00126367,0.004655522,0.0002284639,0.0003032079,0.0001163828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002354075,0.0005551953,0.0284328,0.002529388,0.0004022392,0.000001794375,0.000127668,0.0000300378,0.002714809,0.000009188248,0.00001706558,0.9649444],"study_design_scores_gemma":[0.01031472,0.0090063,0.006869605,0.01885452,0.005715019,0.001993353,0.0004157382,0.0001392326,0.002666385,0.00004944845,0.9432625,0.0007131904],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1073918,0.8895791,0.0003282437,0.0002234319,0.0005320047,0.00169764,0.0001039614,0.000009374618,0.0001344957],"genre_scores_gemma":[0.2782184,0.7214618,0.00007368853,0.00002048954,0.0001594071,0.00003283819,0.000005565354,0.00002401914,0.000003850635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9642312,"threshold_uncertainty_score":0.8461713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342000818495999,"score_gpt":0.3256665101268412,"score_spread":0.3122465019418812,"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."}}