{"id":"W117904160","doi":"10.1155/2007/397984","title":"An Empirical Continuous Positive Airway Pressure Trial for Suspected Obstructive Sleep Apnea","year":2007,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Continuous positive airway pressure; Obstructive sleep apnea; Epworth Sleepiness Scale; Polysomnography; Positive airway pressure; Sleep apnea; Somnolence; Anesthesia; Apnea; Physical therapy; Internal medicine; Adverse effect","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":[0.001720012,0.000355982,0.0006256141,0.001038753,0.0006863235,0.0001764619,0.0003895579,0.0004234347,0.0006088832],"category_scores_gemma":[0.001198333,0.000332037,0.0003127701,0.0005182239,0.000365248,0.0003382949,0.0000252813,0.001378578,0.00002972733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280308,"about_ca_system_score_gemma":0.001538068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009224332,"about_ca_topic_score_gemma":0.01220504,"domain_scores_codex":[0.9961769,0.0003054027,0.0007280088,0.0005760039,0.000750304,0.001463399],"domain_scores_gemma":[0.993525,0.0003324186,0.0002469464,0.0004911911,0.001726926,0.003677513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2521649,0.00154821,0.2402077,0.0002168899,0.004992502,0.0169605,0.005963389,0.0000735873,0.04507834,0.003491104,0.01627882,0.413024],"study_design_scores_gemma":[0.2091208,0.02045579,0.5245115,0.0001227432,0.001159478,0.003416608,0.005877176,0.001070485,0.02487773,0.000978186,0.2067452,0.001664309],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855494,0.0006607828,0.004626398,0.0007976268,0.001356755,0.002551112,0.0002647868,0.00006229406,0.004130883],"genre_scores_gemma":[0.9929835,0.000001073645,0.0010968,0.00177273,0.003735001,0.00003660646,0.0000322414,0.0001020365,0.0002400409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4113597,"threshold_uncertainty_score":0.9999132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769977716893363,"score_gpt":0.3339800086913948,"score_spread":0.3062802315224612,"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."}}