{"id":"W1494011692","doi":"10.1016/j.aenj.2008.01.001","title":"","year":2008,"lang":"en","type":"article","venue":"Australasian Emergency Nursing Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Respiratory failure; Respiratory care; Statement (logic); Intensive care medicine; Medical emergency; Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008415752,0.0003764566,0.0002150749,0.0009616476,0.001327914,0.002794996,0.0007849,0.0009940322,0.5021271],"category_scores_gemma":[0.003189527,0.0001508856,0.0002441988,0.0005537191,0.0006269472,0.001036526,0.001764213,0.001016486,0.3455619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159384,"about_ca_system_score_gemma":0.002671757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002625593,"about_ca_topic_score_gemma":0.005123523,"domain_scores_codex":[0.9992632,0.00006692567,0.00003208129,0.0001161301,0.0004128229,0.0001087769],"domain_scores_gemma":[0.9980611,0.0001372982,0.00005998491,0.000295097,0.0009798107,0.0004667159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009485178,0.000121127,0.001665864,0.0001127113,0.000005392304,0.0002784119,0.0004252376,0.00009055967,0.003691877,0.04266062,0.6137693,0.337084],"study_design_scores_gemma":[0.000005419273,0.00001700194,0.001213696,0.00002920295,0.000001837215,0.0002261163,0.0001265914,0.00005195127,0.000752336,0.001874608,0.9956973,0.000004047877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002155753,0.0002444097,0.00236232,0.003778615,0.002050884,0.0001035513,0.0004682324,0.0005148131,0.9883215],"genre_scores_gemma":[0.008341348,0.0002314776,0.001209736,0.000978049,0.000220429,0.00004469357,0.0004428913,0.00008692761,0.9884444],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4978729,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05024595601269323,"score_gpt":0.3259509345369215,"score_spread":0.2757049785242283,"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."}}