{"id":"W2098334318","doi":"10.1097/aln.0b013e31825add60","title":"Obesity Hypoventilation Syndrome","year":2012,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Obesity hypoventilation syndrome; Hypoventilation; Positive airway pressure; Obstructive sleep apnea; Anesthesiology; Obesity; Intensive care medicine; Sleep apnea; Continuous positive airway pressure; Population; Anesthesia; Pediatrics; Internal medicine; Respiratory system","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":[],"category_scores_codex":[0.0003660165,0.0003300994,0.001889969,0.0003140922,0.00006011088,0.000007107281,0.0001924559,0.0006942632,0.0007881743],"category_scores_gemma":[0.00009920015,0.0002469293,0.00046353,0.0002742116,0.0001626492,0.00005633516,0.00009322965,0.0006133638,0.003419232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809966,"about_ca_system_score_gemma":0.0001037461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008051023,"about_ca_topic_score_gemma":7.677024e-7,"domain_scores_codex":[0.9980595,0.000343046,0.0004311574,0.0004149525,0.0002254673,0.0005258368],"domain_scores_gemma":[0.9986697,0.0002490676,0.000205492,0.0005925674,0.00007531425,0.0002078],"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":[0.00001076138,0.0001279366,0.004120658,0.007738212,0.0001728564,0.0005077204,0.000009292228,7.999454e-9,6.911567e-7,0.0002317659,0.0000277728,0.9870523],"study_design_scores_gemma":[0.0001525896,0.0002585714,0.02545888,0.0009156709,0.001306409,0.009882033,0.000003301078,6.940247e-7,7.81245e-7,0.00005024436,0.9617734,0.0001974151],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003797987,0.9940877,0.000005039653,0.00001283541,0.0001914632,0.000958812,0.000005045153,0.00006829391,0.0008728548],"genre_scores_gemma":[0.002298479,0.9960327,0.0001915717,0.00004607821,0.0002597423,0.00009415657,0.0002604657,0.00007050759,0.0007463183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9868549,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08981917091183231,"score_gpt":0.3669145710540933,"score_spread":0.277095400142261,"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."}}