{"id":"W3173439477","doi":"10.1007/s11325-021-02383-3","title":"Can the complete blood count be used as a reliable screening tool for obstructive sleep apnea?","year":2021,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"University Health Network Foundation","keywords":"Medicine; Mean corpuscular volume; Hematocrit; Mean corpuscular hemoglobin; Hemoglobin; Internal medicine; Obstructive sleep apnea; Body mass index; Gastroenterology; Sleep apnea; Complete blood count; Mean corpuscular hemoglobin concentration; Apnea; Pulse oximetry; Anesthesia","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":[],"consensus_categories":[],"category_scores_codex":[0.0005809254,0.0002798567,0.0004602019,0.00009865964,0.0007139097,0.0001926823,0.0001738977,0.0001359569,0.0001187252],"category_scores_gemma":[0.0005609749,0.0002126347,0.0001760104,0.0003464496,0.0002329966,0.0001730014,0.0002248627,0.0005230435,0.000006352565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009674607,"about_ca_system_score_gemma":0.00007617059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003098485,"about_ca_topic_score_gemma":0.00005855487,"domain_scores_codex":[0.9975959,0.00009547839,0.0003429545,0.0006238543,0.0006793717,0.0006624528],"domain_scores_gemma":[0.9980809,0.0005700304,0.000107383,0.0005302636,0.0005022987,0.000209136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003048532,0.001272612,0.1784311,0.001943006,0.009506035,0.003920298,0.03409826,0.0002198361,0.2906824,0.04386714,0.0006825302,0.4323282],"study_design_scores_gemma":[0.08361495,0.005232455,0.185841,0.001974418,0.01167617,0.02187316,0.07740121,0.1701158,0.2935995,0.02316687,0.1202212,0.005283311],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801226,0.001182614,0.004679332,0.01019356,0.0002876263,0.001315617,0.000169235,0.0001075915,0.001941867],"genre_scores_gemma":[0.9867489,0.00002379143,0.01063606,0.001483449,0.0003650115,0.0001267208,0.0001220404,0.00006658702,0.0004274172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4270449,"threshold_uncertainty_score":0.8670993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326631547909268,"score_gpt":0.2862210086842399,"score_spread":0.2535578538933131,"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."}}