{"id":"W3112780292","doi":"10.1016/j.jsmc.2020.10.005","title":"Alternative Care Pathways for Obstructive Sleep Apnea and the Impact on Positive Airway Pressure Adherence","year":2020,"lang":"en","type":"review","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Obstructive sleep apnea; Intensive care medicine; Polysomnography; Continuous positive airway pressure; Positive airway pressure; Ambulatory; Primary care; Sleep apnea; Sleep (system call); Apnea; Internal medicine; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002233365,0.0006722612,0.00219075,0.002169283,0.0003637851,0.00182297,0.001330243,0.001753385,0.007904505],"category_scores_gemma":[0.005324992,0.0003588503,0.002185022,0.002554022,0.0005069664,0.001608907,0.0009936738,0.002080603,0.0004713731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150001,"about_ca_system_score_gemma":0.002748671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005703132,"about_ca_topic_score_gemma":0.01484901,"domain_scores_codex":[0.9991146,0.000300464,0.0001645256,0.0001138042,0.0002377929,0.0000688627],"domain_scores_gemma":[0.9969511,0.002351172,0.0003862149,0.00002768623,0.0002185286,0.00006515494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002409585,0.0001311564,0.0007855734,0.133341,0.001636401,0.00008942862,0.0001236603,0.0002692466,0.0001189333,0.00333282,0.007585812,0.852345],"study_design_scores_gemma":[0.0007317574,0.0008479174,0.01620657,0.4626279,0.01010201,0.001634669,0.0009748571,0.0005679503,0.0002780881,0.006531996,0.4993755,0.0001208283],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001024208,0.9994875,0.00001174521,0.0001533409,0.00005689945,0.000003094123,0.000009336752,5.701144e-7,0.0001750538],"genre_scores_gemma":[0.001400169,0.998214,0.00008664687,0.0001422813,0.00008059134,0.000008027114,0.00001343035,3.741221e-7,0.00005457552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007904505,"threshold_uncertainty_score":0.02644318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05990748089486321,"score_gpt":0.4043589422306353,"score_spread":0.3444514613357721,"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."}}