{"id":"W2805115566","doi":"10.1161/circresaha.118.310783","title":"Sleep Apnea and Cardiovascular Disease","year":2018,"lang":"en","type":"review","venue":"Circulation Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":203,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Observational study; Disease; Sleep apnea; Intensive care medicine; Population; Randomized controlled trial; Breathing; Obstructive sleep apnea; Cardiology; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003341564,0.0003810139,0.001546315,0.001297832,0.0003653641,0.0001697126,0.000300559,0.0003985474,0.0004530903],"category_scores_gemma":[0.00181089,0.0003218035,0.000933594,0.001509526,0.0009072151,0.0001335961,0.0004450689,0.001362751,0.001113745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003976728,"about_ca_system_score_gemma":0.0003718775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003798612,"about_ca_topic_score_gemma":9.118953e-7,"domain_scores_codex":[0.9934318,0.001224939,0.0005364301,0.00122562,0.002744531,0.0008366498],"domain_scores_gemma":[0.9954812,0.0004710414,0.00007295775,0.001846194,0.001165677,0.0009629076],"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":[0.00002675518,0.00005948176,0.0004755689,0.02124795,0.001453688,0.0002010772,0.0000274941,0.000002423692,5.561002e-7,0.0001827777,0.0002179156,0.9761043],"study_design_scores_gemma":[0.0005522171,0.00007540735,0.002142097,0.002321386,0.001471288,0.0001307504,0.00002767605,0.002034666,4.067476e-7,0.0001617775,0.9907688,0.0003135639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001213282,0.9930777,0.0003199353,0.00006939584,0.0001411035,0.003087749,0.00003785393,0.00007025326,0.003074702],"genre_scores_gemma":[0.003144261,0.9944997,0.00008981649,0.00000855858,0.001094355,0.0004089838,0.0002742957,0.0001432987,0.0003367618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9905509,"threshold_uncertainty_score":0.9999234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1773564686307302,"score_gpt":0.4348355672754097,"score_spread":0.2574790986446794,"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."}}