{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005120503,0.0002074724,0.0005678121,0.0002242254,0.00009217527,0.00002176565,0.00009577646,0.0001039359,0.00004740792],"category_scores_gemma":[0.0006715582,0.0002009609,0.00002233002,0.0001942894,0.00009124791,0.0002133655,0.00004413255,0.000304634,0.000001228366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001578421,"about_ca_system_score_gemma":0.0002828094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1272327,"about_ca_topic_score_gemma":0.2152356,"domain_scores_codex":[0.9979469,0.00009200639,0.0004879056,0.0003954751,0.0005120862,0.0005656255],"domain_scores_gemma":[0.9983189,0.0005612827,0.0002348575,0.0002261405,0.000345234,0.0003136348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001377753,0.0001417029,0.8757461,0.0004957952,0.00006603517,0.000001618485,0.001495739,0.000001259792,0.0014055,0.00003603548,0.001498717,0.1189737],"study_design_scores_gemma":[0.005039231,0.000861016,0.9825522,0.0009268812,0.00009943794,0.000002879502,0.00510936,0.003361839,0.0005432711,0.0002899447,0.001013371,0.0002006041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976666,0.001554388,0.0001627797,0.01739068,0.0001825568,0.003792571,0.00004860242,0.00001639362,0.0001859902],"genre_scores_gemma":[0.9944649,0.00002730632,0.00229037,0.001622902,0.0003573323,0.00065472,0.0002901301,0.0000368548,0.0002554658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187731,"threshold_uncertainty_score":0.8785792,"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."}}