{"id":"W3127690191","doi":"10.3310/hta25070","title":"Prehospital continuous positive airway pressure for acute respiratory failure: the ACUTE feasibility RCT","year":2021,"lang":"en","type":"article","venue":"Health Technology Assessment","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Programme Grants for Applied Research; Health Technology Assessment Programme; National Institutes of Health; University of Southampton; Department of Health and Social Care; National Institute for Health and Care Research; United Kingdom Clinical Research Collaboration","keywords":"Medicine; Continuous positive airway pressure; Randomized controlled trial; Psychological intervention; Positive airway pressure; Emergency medicine; Oxygen therapy; Intensive care medicine; Anesthesia; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04226512,0.002398866,0.003447555,0.001197356,0.001397026,0.002653143,0.001902154,0.004810716,0.01489794],"category_scores_gemma":[0.05491838,0.001621575,0.005054389,0.001692514,0.002062679,0.004580769,0.002814389,0.003792819,0.001742089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003431397,"about_ca_system_score_gemma":0.00967455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003518343,"about_ca_topic_score_gemma":0.005704714,"domain_scores_codex":[0.95074,0.04255711,0.00293422,0.001279296,0.001190641,0.001298779],"domain_scores_gemma":[0.9668136,0.02005471,0.005739171,0.002872596,0.002552166,0.001967842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8496786,0.02981881,0.009117697,0.03523524,0.01352143,0.0006234922,0.001656379,0.001891123,0.001375247,0.00394118,0.006072398,0.04706851],"study_design_scores_gemma":[0.9088792,0.05865384,0.007240376,0.004118224,0.008538927,0.0001979053,0.0008744782,0.001140823,0.000421451,0.003161799,0.006657065,0.0001159084],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5417714,0.0149543,0.008324595,0.007924755,0.001798238,0.4055823,0.006083032,0.0001917813,0.01336961],"genre_scores_gemma":[0.604668,0.004029373,0.02095173,0.003510639,0.0006341644,0.3623374,0.001446363,0.00003504311,0.002387298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04226512,"threshold_uncertainty_score":0.2235219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372015067945364,"score_gpt":0.3830497130797867,"score_spread":0.359329562400333,"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."}}