{"id":"W2012457524","doi":"10.1164/rccm.201207-1152im","title":"The Value of Video Polysomnography in the Assessment of Intermittent Obstructive Sleep Apnea","year":2013,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Apnea; Sleep apnea syndromes; Sleep (system call); Sleep apnea; Anesthesia; Value (mathematics); Statistics","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":[0.001880004,0.0009008307,0.0006590789,0.001935556,0.0003678784,0.001186716,0.0006721251,0.001431837,0.0008825269],"category_scores_gemma":[0.01528188,0.0003023467,0.0003115899,0.0008031892,0.0006806623,0.00160175,0.0002567495,0.001160794,0.0003830688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004894026,"about_ca_system_score_gemma":0.0007272994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005438664,"about_ca_topic_score_gemma":0.00829019,"domain_scores_codex":[0.9988525,0.0004160087,0.0001335262,0.00009135013,0.0004363299,0.00007032664],"domain_scores_gemma":[0.991321,0.005815946,0.0005819749,0.0002167016,0.001580845,0.0004835366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006213561,0.0002367676,0.7572227,0.000522338,0.000336582,0.00504123,0.0002680486,0.001456013,0.01476478,0.0004906509,0.002410042,0.2110373],"study_design_scores_gemma":[0.0001883853,0.003092981,0.9316469,0.0006333173,0.0005917828,0.02513556,0.00092423,0.02411618,0.007960396,0.0008001573,0.004798241,0.0001118274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8995825,0.07301244,0.003880447,0.00257105,0.001289807,0.00008107556,0.0005491951,0.0001311187,0.01890237],"genre_scores_gemma":[0.9868087,0.008536492,0.002719532,0.0005034612,0.0007133761,0.00001539076,0.0001304974,0.00001393125,0.0005586856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005438664,"threshold_uncertainty_score":0.01081401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590818849733098,"score_gpt":0.3451265245379465,"score_spread":0.3292183360406155,"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."}}