{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141342,0.0002515921,0.0003886327,0.001618376,0.0008305237,0.001196992,0.0006328205,0.001196258,0.005084271],"category_scores_gemma":[0.0129255,0.0002567011,0.0007801374,0.001539556,0.0005516215,0.001298388,0.001086873,0.001373225,0.0002288998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525009,"about_ca_system_score_gemma":0.001524495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02492931,"about_ca_topic_score_gemma":0.04066845,"domain_scores_codex":[0.998231,0.0009586264,0.0002492355,0.00007052284,0.0002214951,0.0002692762],"domain_scores_gemma":[0.9919096,0.003769543,0.002190804,0.000157892,0.0006401015,0.001332108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003191712,0.000246817,0.9886823,0.00005257054,0.0001808167,0.0008694485,0.0002627996,0.0002743857,0.0001483916,0.0003845756,0.0003972077,0.008181617],"study_design_scores_gemma":[0.00001678287,0.000180019,0.9953205,0.00006223093,0.0001136436,0.0009103258,0.001487246,0.001004673,0.00006988668,0.0002663354,0.0005586072,0.000009739541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900503,0.002107782,0.00007503434,0.002686809,0.00003975994,0.00001963204,0.0005891712,0.000003588596,0.004427928],"genre_scores_gemma":[0.9987068,0.0006184344,0.00008126035,0.0001480665,0.00003264024,0.000009413936,0.0001781043,0.000001976035,0.0002232173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02492931,"threshold_uncertainty_score":0.04956841,"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."}}