{"id":"W2918061323","doi":"10.1016/j.apnr.2019.02.005","title":"Implementing protocol for obstructive sleep apnea screening in the primary care setting","year":2019,"lang":"en","type":"article","venue":"Applied Nursing Research","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University Health Network","keywords":"Medicine; Obstructive sleep apnea; Referral; Guideline; Continuous positive airway pressure; Population; Sleep apnea; Sleep study; Emergency medicine; Disease; Physical therapy; Intensive care medicine; Polysomnography; Apnea; Internal medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.1125112,0.001523841,0.002109657,0.003688245,0.009266902,0.003895344,0.003575125,0.00494677,0.0305376],"category_scores_gemma":[0.1445662,0.002244996,0.002997773,0.002362362,0.002291207,0.00242579,0.003914867,0.008195844,0.009780343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008542097,"about_ca_system_score_gemma":0.04721556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00407334,"about_ca_topic_score_gemma":0.007539081,"domain_scores_codex":[0.89659,0.06347557,0.01923807,0.005033866,0.01016331,0.005499173],"domain_scores_gemma":[0.8692982,0.03959455,0.007688946,0.02270736,0.05246862,0.008242269],"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":[0.01792474,0.04079521,0.04433439,0.01257134,0.0005433487,0.001872732,0.02049473,0.00477439,0.01470589,0.02360613,0.1614481,0.656929],"study_design_scores_gemma":[0.03503191,0.04733105,0.2515927,0.01631943,0.0009183863,0.001683816,0.01573521,0.01613023,0.03025465,0.02508373,0.5584154,0.001503486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.01070232,0.0001120518,0.02229397,0.00205349,0.000730291,0.9545128,0.001179626,0.0005039365,0.007911479],"genre_scores_gemma":[0.007777563,0.0001070429,0.05375299,0.001277124,0.0001286589,0.9348189,0.0003492741,0.00003545818,0.001752995],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1125112,"threshold_uncertainty_score":0.595023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05126934306127948,"score_gpt":0.4198874671874992,"score_spread":0.3686181241262197,"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."}}