{"id":"W6977616419","doi":"10.6084/m9.figshare.c.6588749.v1","title":"Tracheal airway pressure in tracheostomy tube capping trials: an experimental study","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Tracheotomy; Cuff; Tracheal tube; Pressure drop; Tube (container); Airway; Tracheostomy tube; Stoma (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002795797,0.00153761,0.001570817,0.0007350392,0.0007245502,0.0007036965,0.001244322,0.001443362,0.002670085],"category_scores_gemma":[0.004543488,0.0007792421,0.001251135,0.0003961497,0.001989689,0.0009517999,0.0009434273,0.002436297,0.0004222651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004802309,"about_ca_system_score_gemma":0.0009755145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003615942,"about_ca_topic_score_gemma":0.0003255634,"domain_scores_codex":[0.9965608,0.001168394,0.0003734111,0.0006098365,0.0007692327,0.0005184505],"domain_scores_gemma":[0.9944161,0.002300204,0.0009240234,0.0008105307,0.0006334418,0.0009156376],"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":[0.1217412,0.1352343,0.00986374,0.00118277,0.0003243143,0.0007269456,0.001722555,0.001160842,0.7081418,0.0003486694,0.0004523106,0.01910052],"study_design_scores_gemma":[0.003269218,0.8217432,0.01594283,0.00006188921,0.0003684703,0.0003427546,0.0003932723,0.002479192,0.1540393,0.0001610719,0.001126486,0.00007223447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979898,0.0002313636,0.0006987944,0.00002479941,0.00005286592,0.0007089339,0.00005958665,0.00001521141,0.0002186558],"genre_scores_gemma":[0.9895219,0.0005838935,0.005067513,0.0001296672,0.0002032304,0.0031861,0.0003837722,0.00002579506,0.00089809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002795797,"threshold_uncertainty_score":0.01478577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06566697008421837,"score_gpt":0.3104605768376524,"score_spread":0.244793606753434,"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."}}