{"id":"W2888657235","doi":"10.1177/2514183x18786843","title":"An inpatient program for diagnosing and treating sleep apnea in patients with stroke","year":2018,"lang":"en","type":"article","venue":"Clinical and Translational Neuroscience","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Toronto Rehabilitation Institute; University Health Network Foundation; University Health Network","keywords":"Medicine; Continuous positive airway pressure; Stroke (engine); Sleep apnea; Rehabilitation; Physical therapy; Population; Emergency medicine; Obstructive sleep apnea; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006814487,0.0005170578,0.0003442447,0.0004394419,0.00127637,0.0003418853,0.0005901792,0.0004243875,0.005619997],"category_scores_gemma":[0.002345622,0.0002050186,0.0003172162,0.0002161904,0.0002300123,0.0002960672,0.0008793439,0.0007659183,0.000910786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000567293,"about_ca_system_score_gemma":0.002606316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002724295,"about_ca_topic_score_gemma":0.006675255,"domain_scores_codex":[0.9995214,0.0001918024,0.00004964201,0.00005194297,0.00006425285,0.000120976],"domain_scores_gemma":[0.9980593,0.0002401555,0.0003153301,0.00008244136,0.0001819378,0.001120884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003207007,0.04973215,0.443187,0.000494156,0.0001173094,0.002043454,0.001734614,0.000817167,0.008074596,0.0001376857,0.01541289,0.475042],"study_design_scores_gemma":[0.002646059,0.03797034,0.9424489,0.0002783665,0.0002108358,0.002057241,0.00143336,0.003322267,0.002793799,0.0001875599,0.006586989,0.00006431319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901493,0.0002485133,0.0009892934,0.0006836675,0.00006482691,0.002474721,0.0002368833,0.0002157507,0.004937171],"genre_scores_gemma":[0.9820155,0.0006227962,0.009729039,0.00115468,0.0002700299,0.003341282,0.0008847283,0.00001793594,0.001963987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005619997,"threshold_uncertainty_score":0.0188008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04300928394508944,"score_gpt":0.3865598728693648,"score_spread":0.3435505889242753,"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."}}