{"id":"W2096306751","doi":"10.1371/journal.pmed.1001762","title":"Effect of Treatment of Obstructive Sleep Apnea on Depressive Symptoms: Systematic Review and Meta-Analysis","year":2014,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Medicine; Meta-analysis; Continuous positive airway pressure; Obstructive sleep apnea; Randomized controlled trial; Internal medicine; Depression (economics); Strictly standardized mean difference; Clinical trial; 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":[0.01057694,0.002987029,0.01939952,0.00546087,0.0006950986,0.002748246,0.00230652,0.002291867,0.004235777],"category_scores_gemma":[0.02802985,0.001553391,0.03615966,0.005584923,0.0007454143,0.001567971,0.001289713,0.001950469,0.0002733519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002853225,"about_ca_system_score_gemma":0.003624061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008122219,"about_ca_topic_score_gemma":0.01687879,"domain_scores_codex":[0.9921353,0.00391398,0.002113851,0.000771002,0.0008213319,0.0002446176],"domain_scores_gemma":[0.9855984,0.01063362,0.002258916,0.0003149328,0.0009894444,0.0002047914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002075793,0.00003975022,0.002140953,0.4766535,0.5066475,0.00009110631,0.0000700366,0.0004727808,0.0001600674,0.0001035297,0.0005757695,0.01096908],"study_design_scores_gemma":[0.0009782088,0.0002596704,0.002594482,0.03284441,0.9615471,0.00008623829,0.00003512045,0.0001726246,0.0001071186,0.0001282106,0.001226609,0.00002027211],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00380937,0.9945695,0.0003423927,0.0001531665,0.0001286752,0.0003392649,0.0004238672,0.00001960823,0.0002142911],"genre_scores_gemma":[0.1232463,0.8711713,0.002183545,0.0007894539,0.0002386748,0.001397637,0.0006732293,0.00002165429,0.0002782658],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01939952,"threshold_uncertainty_score":0.05593693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06057341419588975,"score_gpt":0.3821785866876213,"score_spread":0.3216051724917315,"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."}}