{"id":"W2084648201","doi":"10.5664/jcsm.2028","title":"Clinical Presentation of Obstructive Sleep Apnea in Patients with Chronic Kidney Disease","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; Alberta Kidney Disease Network; University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Kidney disease; Presentation (obstetrics); Sleep apnea; Disease; Intensive care medicine; Sleep (system call); Internal medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005026052,0.0005591114,0.0009002374,0.002137835,0.001085877,0.001156054,0.0005246829,0.001364962,0.003297919],"category_scores_gemma":[0.004601432,0.0003778693,0.0006519523,0.001538798,0.0005869049,0.001508114,0.0008654651,0.0008661922,0.0003881567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005401676,"about_ca_system_score_gemma":0.000891955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003535836,"about_ca_topic_score_gemma":0.003677333,"domain_scores_codex":[0.9992353,0.000132044,0.0001651254,0.00009590306,0.0001568048,0.0002149527],"domain_scores_gemma":[0.9978885,0.0005664247,0.000589079,0.00003470411,0.0002124573,0.0007088594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001889694,0.00003810417,0.9843326,0.00002150846,0.00002036838,0.01348035,0.0001137303,0.0000369768,0.0004214999,0.00003295434,0.0002031512,0.001109922],"study_design_scores_gemma":[0.00001924895,0.0001547978,0.9545027,0.00003709459,0.00003189344,0.04354658,0.001055831,0.0002434274,0.00008454955,0.00008391048,0.0002205562,0.00001943646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921583,0.001824489,0.0001361762,0.0005449467,0.00006117431,0.00004475826,0.0002810874,0.00001269813,0.004936411],"genre_scores_gemma":[0.9986476,0.0005320609,0.00010739,0.0001837701,0.0001348625,0.00001329416,0.000239742,0.000002638616,0.0001386122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003535836,"threshold_uncertainty_score":0.01103264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04335881743354757,"score_gpt":0.4077547305404916,"score_spread":0.364395913106944,"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."}}