{"id":"W2784621240","doi":"10.1007/s11325-018-1631-9","title":"Intermittent nocturnal hypoxia and metabolic risk in obese adolescents with obstructive sleep apnea","year":2018,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Obstructive sleep apnea; Medicine; Neurology; Nocturnal; Hypoxia (environmental); Sleep apnea; Otorhinolaryngology; Obesity; Sleep (system call); Intermittent hypoxia; Apnea; Physical therapy; Cardiology; Pediatrics; Anesthesia; Internal medicine; Psychiatry","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":[0.0003554605,0.0002927942,0.0004597194,0.0003607445,0.0002058171,0.00008738238,0.0001163489,0.0001212482,0.00003248513],"category_scores_gemma":[0.0001426912,0.000213875,0.00005373339,0.0003395733,0.0005528391,0.000295433,0.0002093588,0.0007086861,0.00001508668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008359842,"about_ca_system_score_gemma":0.00001816247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00031903,"about_ca_topic_score_gemma":0.0001285429,"domain_scores_codex":[0.9980103,0.0001298459,0.000296617,0.0005797041,0.0004439314,0.0005395528],"domain_scores_gemma":[0.9990069,0.00004644958,0.0001165878,0.000293041,0.0001976348,0.0003394127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008424541,0.0001194893,0.6511986,0.0000921009,0.0001903308,0.0002252021,0.003118774,7.519478e-7,0.002377571,0.00009145196,0.000001790474,0.3417414],"study_design_scores_gemma":[0.004908158,0.0005043013,0.9831172,0.0003446682,0.000230042,0.0009825483,0.001481369,0.004217753,0.003579013,0.000273458,0.0001037737,0.0002577191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965126,0.001034724,0.0007746211,0.0001567473,0.0001586434,0.0004642973,0.00001110164,0.00003981355,0.0008474721],"genre_scores_gemma":[0.9974022,0.00007598942,0.001959573,0.0001489662,0.0003228178,0.00001726424,0.000003697363,0.00004030266,0.00002919202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3414837,"threshold_uncertainty_score":0.872157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084262083885266,"score_gpt":0.2619269649440339,"score_spread":0.2510843441051813,"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."}}