{"id":"W4308894984","doi":"10.1186/s12877-022-03587-2","title":"The effect and relative importance of sleep disorders for all-cause mortality in middle-aged and older asthmatics","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China; Case Western Reserve University; University of Washington; York University; Johns Hopkins University; National Heart, Lung, and Blood Institute; University of California, Davis; University of Minnesota","keywords":"Medicine; Asthma; Proportional hazards model; Internal medicine; Exacerbation; Insomnia; Sleep apnea; Sleep disorder; Excessive daytime sleepiness; Obstructive sleep apnea; Pediatrics; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.005657088,0.0004991576,0.0007449467,0.0015708,0.0003186016,0.000675782,0.0005078502,0.0007817884,0.001359682],"category_scores_gemma":[0.01187791,0.0003159043,0.002897339,0.0009525411,0.0004674256,0.0005972688,0.0006367696,0.0008406927,0.0001408844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002846447,"about_ca_system_score_gemma":0.0002635547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225286,"about_ca_topic_score_gemma":0.002527097,"domain_scores_codex":[0.997663,0.001186579,0.0002664771,0.0003839007,0.0003568219,0.0001432175],"domain_scores_gemma":[0.9875568,0.007335312,0.002725856,0.001181058,0.0004719718,0.0007290263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009195175,0.00002436616,0.9946606,0.00004932639,0.001340337,0.00004311262,0.00001879948,0.0001398825,0.0001323683,0.00001610337,0.00005088733,0.002604758],"study_design_scores_gemma":[0.00002083674,0.0002163999,0.9980959,0.00001054426,0.0008413161,0.0001034301,0.00003091461,0.0004665437,0.00005525629,0.0000585339,0.00009673248,0.000003582314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911823,0.007324644,0.0002918185,0.0002401074,0.00004465798,0.00001293048,0.0003764454,0.0000139799,0.0005130713],"genre_scores_gemma":[0.9989634,0.0005850245,0.00008824028,0.00003251439,0.00007576496,0.000006701245,0.0001803421,0.000002425494,0.00006577578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005657088,"threshold_uncertainty_score":0.0299179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223704149081338,"score_gpt":0.2949329820801628,"score_spread":0.2726959405893494,"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."}}