{"id":"W3207404731","doi":"10.29390/cjrt-2021-026","title":"Evaluation of a novel endotracheal tube suctioning system incorporating an inflatable sweeper","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Suction; Catheter; Endotracheal tube; Crossover study; Lumen (anatomy); Airway; Mechanical ventilation; Tube (container); Anesthesia; Surgery; Intubation; Materials science; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009598621,0.000493001,0.0003776487,0.0002576298,0.0002542708,0.000518841,0.0007061225,0.0005326957,0.001578109],"category_scores_gemma":[0.001585488,0.0001822998,0.0003968274,0.0001090659,0.0003712752,0.0006323556,0.0002903344,0.0002760679,0.0002273269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003329834,"about_ca_system_score_gemma":0.0004523098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004889983,"about_ca_topic_score_gemma":0.0004403317,"domain_scores_codex":[0.9994149,0.0001532992,0.00006567862,0.0001035136,0.0002100381,0.00005255156],"domain_scores_gemma":[0.9991971,0.0002589331,0.0001360512,0.00006384744,0.0002279498,0.000116205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005245946,0.003742734,0.008909468,0.0008707874,0.0001274235,0.000305018,0.0002743897,0.001293858,0.9262054,0.0001385631,0.0003185392,0.05256785],"study_design_scores_gemma":[0.001655933,0.2217209,0.08526711,0.0001312943,0.0006305053,0.00174078,0.0004031884,0.0166533,0.6644211,0.0001065359,0.007176161,0.00009314696],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957694,0.0004637861,0.00305644,0.00005924986,0.00005057191,0.0002868837,0.0000614362,0.00006229368,0.0001899655],"genre_scores_gemma":[0.9869364,0.0004332926,0.01152694,0.00009755915,0.0000412741,0.0001780415,0.000174946,0.0000147799,0.0005967219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001578109,"threshold_uncertainty_score":0.005279362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183909997834287,"score_gpt":0.3463210651275398,"score_spread":0.2279300653441111,"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."}}