{"id":"W2953960636","doi":"10.4187/respcare.06799","title":"Short-Term Effects of an Active Heat-and-Moisture Exchanger During Invasive Ventilation","year":2019,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Humidifiers; Medicine; Interquartile range; Anesthesia; Ventilation (architecture); Mechanical ventilation; Arterial blood; Surgery","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":[0.00004549929,0.0001258187,0.0002480152,0.0001414168,0.00005646428,0.00000905175,0.0000436402,0.0001403549,0.00003499601],"category_scores_gemma":[0.0000620205,0.000120189,0.0000699895,0.0001271296,0.00004531482,0.0001464631,0.00004478483,0.0001849479,0.00001477472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178833,"about_ca_system_score_gemma":0.00005948907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001124256,"about_ca_topic_score_gemma":0.00003990244,"domain_scores_codex":[0.9992418,0.00006577094,0.0001485911,0.0002382454,0.0001715274,0.0001341027],"domain_scores_gemma":[0.9993114,0.00006745802,0.00004392951,0.000322809,0.0001658672,0.00008849278],"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":[0.0001469347,0.00003922424,0.1177614,0.001059205,0.00004095178,0.00002971017,0.001233469,0.000005361563,0.8758295,0.000008819758,0.0000214984,0.003823985],"study_design_scores_gemma":[0.0005324925,0.0003110316,0.4151818,0.000220248,0.00004906955,0.000008268592,0.0002327295,5.826143e-8,0.5831392,0.000001931236,0.0002576859,0.0000654053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971054,0.0007606036,0.000002089246,0.00000737141,0.0003172301,0.0006071891,0.000008050436,0.00004743314,0.001144585],"genre_scores_gemma":[0.999483,0.00001644321,0.00003179189,0.0001039611,0.0002356651,0.00004013354,0.00001766872,0.00002616418,0.00004510524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2974205,"threshold_uncertainty_score":0.4901164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208615643521691,"score_gpt":0.2873917996791047,"score_spread":0.2753056432438877,"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."}}