{"id":"W1982745174","doi":"10.1378/chest.120.2.377","title":"The Use of Health-Care Resources in Obesity-Hypoventilation Syndrome","year":2001,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":290,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Manitoba Health; St. Boniface Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Body mass index; Obesity hypoventilation syndrome; Obesity; Odds ratio; Cohort; Retrospective cohort study; Population; Pediatrics; Emergency medicine; Internal medicine; Physical therapy","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":[0.0006379824,0.00007020441,0.0001954604,0.0001691712,0.0001872352,0.00005186225,0.0001044132,0.00004520831,0.00006077693],"category_scores_gemma":[0.0003290618,0.00004787223,0.00007074497,0.000296764,0.0001044008,0.0001375954,0.00003594999,0.0004590587,0.00001024296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594315,"about_ca_system_score_gemma":0.00007072787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000359691,"about_ca_topic_score_gemma":0.00003877986,"domain_scores_codex":[0.9986604,0.0001587116,0.0003806052,0.00009656332,0.0004383317,0.0002653519],"domain_scores_gemma":[0.9991999,0.0001468722,0.0001777969,0.000177591,0.0001810139,0.0001168192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002425152,0.0001294456,0.9197615,0.0001197981,0.00004828184,0.0003065454,0.001959222,0.00004132273,0.0006433834,0.00004420733,0.0001582628,0.0765455],"study_design_scores_gemma":[0.0008112317,0.000217301,0.9707621,0.0001271685,0.000009007446,0.001473263,0.001250477,0.0001210702,0.0001810756,0.00006336235,0.02494432,0.00003965202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946937,0.002142458,0.0001752236,0.002503196,0.0001003783,0.000181008,0.000001173313,0.000006303111,0.000196569],"genre_scores_gemma":[0.9987335,0.0003337542,0.0006096356,0.00005461624,0.00007801564,0.000002086989,0.000002190014,0.00001184036,0.0001743241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07650585,"threshold_uncertainty_score":0.1994407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06347702063398339,"score_gpt":0.3257292159511276,"score_spread":0.2622521953171442,"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."}}