{"id":"W2167775767","doi":"10.1080/10789669.2014.929423","title":"Indoor environmental quality and infection control in surgery rooms: Code requirements vs. performance motivation. A critical review","year":2014,"lang":"en","type":"review","venue":"HVAC&R Research","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Control (management); Airflow; Indoor air quality; Work (physics); Efficient energy use; Quality (philosophy); Computer science; Air quality index; Architectural engineering; Risk analysis (engineering); Reliability engineering; Engineering; Business; Mechanical engineering; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008710397,0.0003060229,0.001933903,0.0007008325,0.0002073626,0.00004971536,0.00007548677,0.0003316783,0.0003701422],"category_scores_gemma":[0.004288366,0.0002560038,0.0003071919,0.0005039566,0.0002154279,0.0002475935,0.00008255187,0.001167324,0.0001918843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005711803,"about_ca_system_score_gemma":0.000277295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008191066,"about_ca_topic_score_gemma":0.00001540853,"domain_scores_codex":[0.9946564,0.00196092,0.001299695,0.0005734149,0.0009750246,0.0005345269],"domain_scores_gemma":[0.9967335,0.002248208,0.0002436265,0.0004177056,0.0001623457,0.0001946565],"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":[0.0001794834,0.0003833422,0.1686775,0.138908,0.0001105397,0.00001369218,0.00001338462,2.337945e-7,0.000004104726,0.00007436267,0.002060872,0.6895745],"study_design_scores_gemma":[0.001119897,0.0002655199,0.1136069,0.06495319,0.0003093601,0.00008446086,0.000002224797,0.0003990564,0.00000127755,0.00002308349,0.8189549,0.0002800221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001447186,0.9943706,0.000298419,0.0004885106,0.0001900267,0.002703953,0.00003268203,0.00003755832,0.0004310657],"genre_scores_gemma":[0.06106164,0.9371383,0.000008075996,0.0003085583,0.000317835,0.0006238185,0.0002411202,0.00004075759,0.0002599443],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8168941,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.316021616792868,"score_gpt":0.4939918110943529,"score_spread":0.1779701943014849,"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."}}