{"id":"W2002644967","doi":"10.1038/oby.2002.188","title":"Measurement of Sleep Apnea during Obesity Treatment","year":2002,"lang":"en","type":"review","venue":"Obesity Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obesity; Medicine; Sleep apnea; Sleep (system call); Internal medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009610686,0.0005413711,0.0006178917,0.001503966,0.0005805668,0.0008112291,0.0006189334,0.0007057489,0.004333859],"category_scores_gemma":[0.003732499,0.0002040992,0.0005371814,0.001295869,0.0002427855,0.000363979,0.0004744283,0.0009924955,0.001202177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006602841,"about_ca_system_score_gemma":0.0005264219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003789527,"about_ca_topic_score_gemma":0.004809307,"domain_scores_codex":[0.9975922,0.0006651441,0.0002772456,0.0003076556,0.001039035,0.0001188341],"domain_scores_gemma":[0.9977436,0.000459875,0.0007220038,0.0001151099,0.0006973012,0.0002620899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002081607,0.0006085272,0.7127844,0.001905775,0.0008082679,0.0006722424,0.001439067,0.0008245052,0.03470284,0.001095436,0.01301797,0.2300593],"study_design_scores_gemma":[0.00005014607,0.0009681411,0.9742732,0.0002616067,0.0001520516,0.001708531,0.0002642682,0.001177048,0.006769978,0.0001698302,0.01416243,0.00004291376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7766151,0.04083824,0.02390251,0.001267715,0.002304276,0.005830078,0.03979478,0.001329547,0.1081178],"genre_scores_gemma":[0.9471355,0.007558141,0.01469516,0.001218941,0.0007089627,0.003661998,0.007593533,0.0001071756,0.01732058],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004333859,"threshold_uncertainty_score":0.01449817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2072253294221558,"score_gpt":0.4173183121759502,"score_spread":0.2100929827537945,"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."}}