{"id":"W2006847952","doi":"10.1080/15402000701190614","title":"The Effect of One Versus Two Nights of In-Laboratory Continuous Positive Airway Pressure Titration on Continuous Positive Airway Pressure Compliance","year":2007,"lang":"en","type":"article","venue":"Behavioral Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Continuous positive airway pressure; Compliance (psychology); Titration; Airway; Anesthesia; Medicine; Chemistry; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001861218,0.0004642084,0.001303216,0.0003522828,0.0001751347,0.00001301744,0.0003722521,0.000274844,0.000129106],"category_scores_gemma":[0.0005537943,0.0003190935,0.0001561369,0.0007874189,0.001371966,0.0001563269,0.00009184202,0.0009370317,0.00001635582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001928809,"about_ca_system_score_gemma":0.00006470447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007670234,"about_ca_topic_score_gemma":0.0003680312,"domain_scores_codex":[0.9954881,0.0005334452,0.0009937222,0.0006207142,0.001622891,0.0007411145],"domain_scores_gemma":[0.9957083,0.001538504,0.0005460604,0.0007411478,0.001158518,0.0003074322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.07822192,0.003176836,0.2397037,0.0008121477,0.001546619,0.0008340621,0.003829094,0.0000740964,0.5120009,0.001630781,0.000570925,0.157599],"study_design_scores_gemma":[0.02861647,0.02790206,0.4601265,0.001616829,0.001864649,0.00001972143,0.0006759284,0.0001952715,0.4782365,0.00001198607,0.0003729087,0.0003610684],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884958,0.003066275,0.0001635533,0.0006296944,0.0007253486,0.003236815,0.0001757625,0.00005292935,0.00345382],"genre_scores_gemma":[0.9989023,0.00002739548,0.0001105977,0.00004544358,0.0003500884,0.00006340532,0.0001107205,0.00006083636,0.0003292726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2204229,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406711008888772,"score_gpt":0.3465721401628509,"score_spread":0.3225050300739632,"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."}}