{"id":"W3161149110","doi":"10.1111/jsr.13384","title":"Recruitment of patients with chronic kidney disease and obstructive sleep apnoea for a clinical trial","year":2021,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Alberta Kidney Disease Network; Libin Cardiovascular Institute of Alberta; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Kidney disease; Continuous positive airway pressure; Asymptomatic; Physical therapy; Positive airway pressure; Population; Informed consent; Randomized controlled trial; Clinical trial; Intensive care medicine; Internal medicine; Obstructive sleep apnea; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003307898,0.0001913516,0.0008092278,0.0004849898,0.0001438933,0.00005109639,0.0002482276,0.0001407211,0.0002031973],"category_scores_gemma":[0.007886958,0.0001370231,0.000321913,0.0006310944,0.0007655398,0.0002195664,0.0002381477,0.001197731,0.000003953467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006001436,"about_ca_system_score_gemma":0.001865784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005307977,"about_ca_topic_score_gemma":0.000007240414,"domain_scores_codex":[0.9946895,0.0007410979,0.001103169,0.0004366245,0.002403132,0.0006264268],"domain_scores_gemma":[0.9903386,0.001383047,0.0004234294,0.0004744512,0.005972078,0.001408362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4425135,0.005045258,0.3432136,0.001208473,0.003446044,0.0007118486,0.0005433553,0.000007347946,0.001272987,0.0007990634,0.0009823636,0.2002561],"study_design_scores_gemma":[0.2766623,0.03159855,0.6760958,0.0007120038,0.0008436051,0.00008276169,0.000717785,0.0006605313,0.003441118,0.001216342,0.007657703,0.0003115197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929732,0.001259138,0.0002869343,0.00177691,0.000386845,0.003061329,0.0001296551,0.00000513545,0.0001208504],"genre_scores_gemma":[0.9948618,0.0003456454,0.003347468,0.00005376507,0.00105778,0.0001101877,0.00003049165,0.00005032103,0.0001425718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3328822,"threshold_uncertainty_score":0.9441995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1794865294551474,"score_gpt":0.4639816882305622,"score_spread":0.2844951587754148,"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."}}