{"id":"W3128401982","doi":"10.29390/cjrt-2020-042","title":"An evaluation of temperature stability and resistance in neonatal ventilator circuits","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tidal volume; Ventilation (architecture); Airway resistance; Relative humidity; Anesthesia; Airway; Environmental science; Medicine; Materials science; Mathematics; Meteorology; Physics; Internal medicine; Respiratory system","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":[0.001105856,0.0003286889,0.0003899243,0.0008708693,0.0001598064,0.0004897589,0.000346278,0.0003496046,0.001111188],"category_scores_gemma":[0.003100572,0.0001335646,0.0002293965,0.0005522249,0.000311739,0.0004518678,0.0003814757,0.0003386487,0.0002615277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003261309,"about_ca_system_score_gemma":0.0001637439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004766908,"about_ca_topic_score_gemma":0.00041101,"domain_scores_codex":[0.9988914,0.000280823,0.0001205263,0.0002079253,0.000423106,0.00007630121],"domain_scores_gemma":[0.9976186,0.0007227723,0.0007867708,0.0001305482,0.0005900727,0.0001511459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004546765,0.00040068,0.5827018,0.0004337486,0.0002785223,0.0003981952,0.0009878537,0.002227003,0.3397437,0.00009895466,0.0003897185,0.06779305],"study_design_scores_gemma":[0.00002742185,0.004288025,0.8810725,0.00002764127,0.0001499525,0.0008935218,0.0002998887,0.006527843,0.1057323,0.00006528979,0.000874082,0.00004149265],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945069,0.000558356,0.004043345,0.000009943506,0.000009342129,0.00004676182,0.0002988106,0.00004623479,0.0004802898],"genre_scores_gemma":[0.9966626,0.0001344124,0.002536604,0.00001596929,0.00001264851,0.0000593845,0.0003145976,0.00001469096,0.000249166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001111188,"threshold_uncertainty_score":0.005848408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08796528498741346,"score_gpt":0.374154025142107,"score_spread":0.2861887401546936,"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."}}