{"id":"W4393863184","doi":"10.4187/respcare.11805","title":"Home Respiratory Strategies in Patients With COPD With Chronic Hypercapnic Respiratory Failure","year":2024,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Hamilton Health Sciences; McMaster University; University of Toronto","funders":"","keywords":"Medicine; COPD; Relative risk; Exacerbation; Randomized controlled trial; Nasal cannula; Meta-analysis; Intensive care medicine; MEDLINE; Internal medicine; Emergency medicine; Confidence interval; Surgery; Cannula","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0006784474,0.002545298,0.005230244,0.002421005,0.0002562304,0.0003766484,0.0009256669,0.001863201,0.0003621812],"category_scores_gemma":[0.00005096187,0.001718262,0.0009975057,0.002583697,0.0005333778,0.0007174181,0.000311492,0.003519963,0.0008653752],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00259737,"about_ca_system_score_gemma":0.01622032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001448498,"about_ca_topic_score_gemma":0.0008003613,"domain_scores_codex":[0.9904991,0.0006216149,0.002202754,0.002777753,0.002099809,0.001798959],"domain_scores_gemma":[0.9944021,0.0001170836,0.0008673346,0.002864349,0.0008191261,0.0009299848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001559649,0.0009186517,0.01816531,0.2564887,0.002980676,0.0113377,0.001247959,0.00002039516,0.00008411525,0.001295396,0.01308792,0.6928136],"study_design_scores_gemma":[0.004453675,0.006956714,0.000934001,0.03982503,0.003445019,0.00003896431,0.0009062602,1.105405e-7,0.00002922225,0.000008483398,0.9414263,0.001976229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01095614,0.9797145,0.000007786256,0.00001124321,0.0005972044,0.005529871,0.0003419149,0.0005795857,0.002261725],"genre_scores_gemma":[0.01201699,0.9620628,0.0005453988,0.005360188,0.00574415,0.00600606,0.002164952,0.004576797,0.00152272],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9283383,"threshold_uncertainty_score":0.9999126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825312899364435,"score_gpt":0.301826776045651,"score_spread":0.2735736470520067,"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."}}