{"id":"W3116795577","doi":"10.1161/strokeaha.120.031709","title":"Trials in Sleep Apnea and Stroke","year":2020,"lang":"en","type":"review","venue":"Stroke","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Continuous positive airway pressure; Stroke (engine); Randomized controlled trial; Obstructive sleep apnea; Sleep apnea; Population; Clinical trial; Physical therapy; Apnea; Intensive care medicine; Emergency medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001714639,0.0005096293,0.005384262,0.0006222736,0.00003986081,0.00005670425,0.0002398472,0.0004451366,0.0003620663],"category_scores_gemma":[0.003418069,0.0003885819,0.0007664123,0.0004318127,0.000162628,0.0000623142,0.0002675058,0.001436142,0.0002335303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002578743,"about_ca_system_score_gemma":0.0001969077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002249075,"about_ca_topic_score_gemma":0.000009032907,"domain_scores_codex":[0.9957865,0.0009444018,0.001322708,0.0007613529,0.000637436,0.0005475609],"domain_scores_gemma":[0.9974596,0.001187009,0.0003672412,0.0005006873,0.00007123744,0.0004142285],"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":[0.00006765453,0.00004270478,0.0001456756,0.01024706,0.0004686566,0.000358386,0.00003697564,1.919664e-8,0.00001573635,0.0001503168,0.0001028701,0.9883639],"study_design_scores_gemma":[0.001686924,0.0002603984,0.0000708845,0.001943065,0.001150969,0.000117221,0.00006452425,0.00003113036,0.00001210613,0.00001313572,0.9943801,0.0002695331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003539151,0.9885144,0.00004937676,0.0002490325,0.0002715701,0.00246223,0.0005307915,0.00005296574,0.00783424],"genre_scores_gemma":[0.0001641421,0.9970145,0.0005570599,0.00004270742,0.0007292536,0.0001897043,0.0001143657,0.00009867998,0.001089615],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9942772,"threshold_uncertainty_score":0.9998566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031045604698306,"score_gpt":0.4070146379412474,"score_spread":0.3039100774714169,"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."}}