{"id":"W2068422890","doi":"10.1378/chest.1102118","title":"Accuracy of Residual Apnea and Hypopnea Index Detected by Automatic Continuous Positive Airway Pressure Device in Patients With Obstructive Sleep Apnea","year":2011,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Polysomnography; Continuous positive airway pressure; Obstructive sleep apnea; Apnea; Anesthesia; Apnea–hypopnea index; Airway; Sleep apnea; Sleep (system call); Cardiology; Hypopnea","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":[0.000832791,0.0004315418,0.000656907,0.000909399,0.0003564745,0.0007612098,0.0005469481,0.0009363912,0.0005566714],"category_scores_gemma":[0.00561229,0.0002625288,0.0005151058,0.0003586491,0.0003015772,0.0005480669,0.0003090965,0.0006809037,0.000337477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002202923,"about_ca_system_score_gemma":0.0002134569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002262778,"about_ca_topic_score_gemma":0.002515954,"domain_scores_codex":[0.9992781,0.0001370304,0.0001442745,0.0001704247,0.0001911455,0.0000789245],"domain_scores_gemma":[0.9962301,0.002197223,0.0004336438,0.0002287035,0.0005838184,0.0003266297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002886805,0.0000353852,0.9964029,0.00001371989,0.00004271752,0.0001285009,0.00005239268,0.00007592415,0.0007854542,0.000009731386,0.00005261269,0.00211197],"study_design_scores_gemma":[0.00001149399,0.000284008,0.9958846,0.000007809092,0.00009575646,0.0007660543,0.000120855,0.001976373,0.0006957889,0.00001788798,0.0001320671,0.00000737377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982362,0.0005893596,0.0002349411,0.00004121094,0.000053134,0.000006071928,0.0001795021,0.00001603302,0.0006434796],"genre_scores_gemma":[0.9993681,0.000100399,0.0001530565,0.00002648859,0.00003025641,0.000003911154,0.0002069065,0.000002396506,0.0001085168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002262778,"threshold_uncertainty_score":0.004499197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171332473822194,"score_gpt":0.2449439911610859,"score_spread":0.233230666422864,"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."}}