{"id":"W3171816580","doi":"10.1136/bmjresp-2020-000656","title":"Sudden death in individuals with obstructive sleep apnoea: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMJ Open Respiratory Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Observational study; Relative risk; Cochrane Library; Systematic review; MEDLINE; Internal medicine; Publication bias; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02609351,0.001218973,0.02472623,0.004081528,0.0003370332,0.0008537274,0.002457433,0.0007015707,0.001994461],"category_scores_gemma":[0.006424022,0.0007577467,0.002263028,0.01228262,0.0006941722,0.000469902,0.003852745,0.003935355,0.0002131018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046259,"about_ca_system_score_gemma":0.0025232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002613518,"about_ca_topic_score_gemma":0.0002709765,"domain_scores_codex":[0.971941,0.01585704,0.00307793,0.002706191,0.004774106,0.001643759],"domain_scores_gemma":[0.9878778,0.003420726,0.001078392,0.004259076,0.002429824,0.0009341809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002869912,0.0001912853,0.00057481,0.7521952,0.2406268,0.001757608,0.00007343335,2.945875e-7,1.190352e-7,0.0003323424,0.0001463376,0.004073035],"study_design_scores_gemma":[0.001015702,0.0005120264,0.0002118056,0.1254365,0.8152624,0.0005128142,0.0003770248,0.000003244517,0.000001931624,0.00002148719,0.05570454,0.0009404709],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001345629,0.9404872,0.000007413518,0.0002748269,0.00001395412,0.0559622,0.0002825305,0.00002570244,0.002932738],"genre_scores_gemma":[0.00002325097,0.9605322,0.0007481438,0.0004035391,0.0000662899,0.03586435,0.0002001707,0.0002423851,0.00191962],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6267588,"threshold_uncertainty_score":0.9994873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4352185333624043,"score_gpt":0.5390931342136268,"score_spread":0.1038746008512225,"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."}}