{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009491195,0.0002229444,0.0005434295,0.0001713118,0.0002684176,0.0002998801,0.0002586197,0.0004727958,0.001115105],"category_scores_gemma":[0.005522962,0.00007894501,0.0002452086,0.0002211984,0.0003368809,0.0002093465,0.0001726851,0.0008641359,0.00009445992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000208824,"about_ca_system_score_gemma":0.0006473837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003708355,"about_ca_topic_score_gemma":0.0005754374,"domain_scores_codex":[0.9993739,0.0002961204,0.00008626698,0.00007053084,0.0001054219,0.00006782878],"domain_scores_gemma":[0.9964953,0.001861275,0.0007461418,0.00007800498,0.0001010585,0.0007182172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1572793,0.009099862,0.6211154,0.001974213,0.001066366,0.002592317,0.0004758155,0.00124301,0.005886666,0.0004487774,0.0038577,0.1949606],"study_design_scores_gemma":[0.03417744,0.1327,0.8179194,0.00052209,0.0005663355,0.003915627,0.000341738,0.003933789,0.001547587,0.0004459948,0.003898489,0.0000315437],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970376,0.001839681,0.00008174147,0.0002803847,0.00005393242,0.0001125696,0.00004302488,0.00000559724,0.0005454841],"genre_scores_gemma":[0.9982488,0.000695596,0.0003083679,0.0002831381,0.0001531196,0.0001069817,0.0001239595,0.000001361419,0.00007871819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001115105,"threshold_uncertainty_score":0.005019486,"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."}}