{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000215867,0.0007830223,0.002590282,0.000520303,0.0001305593,0.0001431283,0.0004523504,0.000870553,0.004992572],"category_scores_gemma":[0.0008522133,0.0004068214,0.0009503237,0.0004288152,0.0003296534,0.0002257413,0.0004694772,0.001870738,0.003829992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008053923,"about_ca_system_score_gemma":0.0001627585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001164713,"about_ca_topic_score_gemma":0.000004612838,"domain_scores_codex":[0.9957291,0.0003519598,0.0009162222,0.001019674,0.001145966,0.0008370184],"domain_scores_gemma":[0.9965788,0.0004405888,0.0004995521,0.001293335,0.0006748873,0.0005128884],"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":[0.00002492395,0.0001072199,0.00004720291,0.009971648,0.0008009064,0.0001725301,0.0002487707,2.884874e-8,0.000002266048,0.0001305489,0.001694615,0.9867994],"study_design_scores_gemma":[0.0007686977,0.000258563,0.00007434779,0.003292764,0.001053196,0.000173447,0.0002395357,0.00003510241,0.00004831066,0.0001109219,0.9934508,0.0004943478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007557267,0.9706473,0.00002560158,0.0002718288,0.001213297,0.003874372,0.0001834091,0.0001267118,0.02358185],"genre_scores_gemma":[0.00007455212,0.9906005,0.001466905,0.0001337026,0.001376343,0.0009253192,0.0002874536,0.0002172336,0.004917953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9917561,"threshold_uncertainty_score":0.9998384,"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."}}