{"id":"W2025310595","doi":"10.1016/j.sleep.2013.11.643","title":"That’s one small book for a man, one gian leap for CPAP compliance. Association between patient education and CPAP comliance in an urban and a rural setting in Canada","year":2013,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; University Health Network","funders":"","keywords":"Medicine; Obstructive sleep apnea; Sleep apnea; Compliance (psychology); Patient education; Emergency medicine; Pediatrics; Physical therapy; Family medicine; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002642696,0.00009133326,0.0001365966,0.0003617485,0.002243455,0.0008749291,0.0005078851,0.0005420121,0.02184578],"category_scores_gemma":[0.003665296,0.0001407111,0.000219322,0.0007838316,0.0006425266,0.0006732002,0.0003701619,0.001180743,0.001119275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004199776,"about_ca_system_score_gemma":0.008632001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7805399,"about_ca_topic_score_gemma":0.8857203,"domain_scores_codex":[0.9996362,0.00003334048,0.00001548853,0.0000240278,0.0001660234,0.0001249934],"domain_scores_gemma":[0.9976186,0.0002834447,0.0003066786,0.00003807528,0.0006633537,0.001089731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001425549,0.0004312505,0.6338209,0.0003676999,0.00005966712,0.001880017,0.003270828,0.000120273,0.001050078,0.001139496,0.2321431,0.1255742],"study_design_scores_gemma":[0.00004174931,0.0002633213,0.8730531,0.0007001068,0.00005341948,0.003490515,0.01290027,0.000387986,0.0003555816,0.0003974547,0.1082976,0.0000587681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7535059,0.01024264,0.0006397165,0.1335921,0.001453625,0.0001225378,0.002243959,0.0002074337,0.09799211],"genre_scores_gemma":[0.9480137,0.005086245,0.0008471345,0.01166972,0.0002344032,0.00002193407,0.0005048582,0.00006879523,0.03355328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2194601,"threshold_uncertainty_score":0.441505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04507745018370378,"score_gpt":0.2956644799140841,"score_spread":0.2505870297303803,"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."}}