{"id":"W2171489490","doi":"10.1001/jama.2013.276185","title":"Does This Patient Have Obstructive Sleep Apnea?","year":2013,"lang":"en","type":"review","venue":"JAMA","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Sleep apnea; Apnea; Apnea–hypopnea index; Body mass index; Pediatrics; Physical therapy; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007893182,0.000297781,0.0007658066,0.0008461666,0.0004981834,0.0006924543,0.0003377586,0.002396332,0.00712556],"category_scores_gemma":[0.008943168,0.0001493739,0.000559633,0.001034693,0.0004777933,0.001918569,0.0004022733,0.001416602,0.002822297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003928915,"about_ca_system_score_gemma":0.001095146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00207671,"about_ca_topic_score_gemma":0.00525319,"domain_scores_codex":[0.9994357,0.0001499671,0.0001564773,0.00006181472,0.0001535182,0.00004249298],"domain_scores_gemma":[0.9975709,0.001321358,0.0005998419,0.00004701669,0.0002633646,0.0001974121],"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":[0.0007156532,0.0001770558,0.1720542,0.02784778,0.0008616937,0.1223459,0.002656372,0.0001822824,0.001087629,0.004542434,0.2684897,0.3990391],"study_design_scores_gemma":[0.0002614865,0.000359824,0.1123859,0.0574854,0.001276494,0.3877895,0.008727945,0.0003024107,0.0005104101,0.009620141,0.4211575,0.0001229673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04547239,0.6476508,0.001817085,0.2415388,0.01582503,0.0002659027,0.002225407,0.0000791559,0.04512554],"genre_scores_gemma":[0.3260669,0.5269843,0.002760067,0.107612,0.02285343,0.0002016838,0.001950011,0.00003281194,0.01153873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00712556,"threshold_uncertainty_score":0.02383739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03427813495231261,"score_gpt":0.3308654931915954,"score_spread":0.2965873582392827,"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."}}