{"id":"W1982047733","doi":"10.1111/j.1542-4758.2007.00203.x","title":"Sleep apnea and dialysis therapies: Things that go bump in the night?","year":2007,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Sleep apnea; Population; Hypoxemia; Dialysis; Hemodialysis; Obstructive sleep apnea; Apnea; Peritoneal dialysis; Anesthesia; Internal medicine; Cardiology","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":[0.001676337,0.0003061976,0.000595774,0.0009209193,0.001237825,0.002086738,0.0004664953,0.001993601,0.00635739],"category_scores_gemma":[0.005291567,0.0001414662,0.0004373584,0.00132737,0.001496735,0.002787882,0.0009670463,0.003414046,0.0008510769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009656804,"about_ca_system_score_gemma":0.002795345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006590574,"about_ca_topic_score_gemma":0.01273641,"domain_scores_codex":[0.9989167,0.0005627269,0.00009886771,0.00007292815,0.0002648775,0.0000839498],"domain_scores_gemma":[0.9963546,0.001497027,0.0006250028,0.0001100082,0.0007148721,0.0006985012],"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":[0.0003069788,0.0002491456,0.02648185,0.002826852,0.0001745568,0.0005292812,0.001288368,0.0001328755,0.0003778746,0.01498331,0.1879969,0.764652],"study_design_scores_gemma":[0.0001013131,0.0007031111,0.148707,0.0156266,0.0002880646,0.003997877,0.008378827,0.0003221517,0.0001897954,0.05640307,0.7651597,0.0001224892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005350066,0.6453932,0.0003773043,0.3318153,0.007507826,0.00001910323,0.0001148757,0.00003584255,0.009386474],"genre_scores_gemma":[0.0823622,0.8076471,0.001469843,0.07442823,0.02620336,0.00005693768,0.0001930653,0.00002286121,0.007616419],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006590574,"threshold_uncertainty_score":0.02126765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06329544287595462,"score_gpt":0.3684060868198486,"score_spread":0.305110643943894,"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."}}