{"id":"W4399510579","doi":"10.1093/sleepadvances/zpae033","title":"Obesity hypoventilation syndrome, literature review","year":2024,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Obesity hypoventilation syndrome; Medicine; Obesity; Hypoventilation; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002295385,0.0001443242,0.0002582383,0.000147424,0.00005759881,0.00005885711,0.00009197532,0.00005802147,0.0004895853],"category_scores_gemma":[0.0001469062,0.0001118083,0.0001384107,0.0008262472,0.00006414349,0.0004881139,0.00004736191,0.0003436389,0.0004216185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009338934,"about_ca_system_score_gemma":0.00001806162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.226693e-7,"about_ca_topic_score_gemma":0.000001605071,"domain_scores_codex":[0.998671,0.00004438319,0.0002123638,0.0003650383,0.000458251,0.0002489983],"domain_scores_gemma":[0.9993734,0.0000624122,0.0000301338,0.0002804321,0.0001335434,0.0001200582],"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":[0.00009327134,0.0002518489,0.0145474,0.03469358,0.0003734647,0.004080414,0.000168581,0.000007114897,0.002653986,0.005910164,0.002204307,0.9350159],"study_design_scores_gemma":[0.001274089,0.0008052285,0.06601068,0.04834415,0.0007785922,0.004732367,0.00008448335,0.002530874,0.005019756,0.005927522,0.8637289,0.000763371],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03921861,0.9468093,0.0009616926,0.002347403,0.000833327,0.0008158026,0.00002757247,0.0002586362,0.008727647],"genre_scores_gemma":[0.9010342,0.09367809,0.002125781,0.0005381951,0.0002846546,0.00006950182,0.0001472532,0.00004405657,0.002078317],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9342525,"threshold_uncertainty_score":0.5419193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038803335315788,"score_gpt":0.3177267860225941,"score_spread":0.3073387526694363,"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."}}