{"id":"W2502142498","doi":"10.1016/j.sleep.2016.06.010","title":"Catathrenia, a REM predominant disorder of arousal?","year":2016,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"Wellcome Trust","keywords":"Polysomnography; Arousal; Medicine; Expiration; Exhalation; Continuous positive airway pressure; Anesthesia; Non-rapid eye movement sleep; Slow-wave sleep; Sleep Stages; Psychology; Pediatrics; Electroencephalography; Audiology; Internal medicine; Apnea; Obstructive sleep apnea; Psychiatry; Respiratory system; Neuroscience","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003294956,0.0001302326,0.0002754045,0.0001561923,0.0000659155,0.000003793187,0.0003811757,0.00005031835,0.001005687],"category_scores_gemma":[0.002412058,0.00006576157,0.0000437439,0.0003670528,0.0006511552,0.00009605775,0.0001020346,0.00009752723,0.0001649864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002590638,"about_ca_system_score_gemma":0.00003146275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001049833,"about_ca_topic_score_gemma":0.00002862189,"domain_scores_codex":[0.9982195,0.0001082919,0.000302853,0.0003665353,0.0006351026,0.0003677522],"domain_scores_gemma":[0.9986259,0.000583838,0.00009279817,0.0004859499,0.00006817618,0.0001432846],"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":[0.0002493799,0.0001670628,0.005027683,0.00004086989,0.00001120018,0.00006393497,0.0004960099,0.000001167571,0.6170543,0.003303148,0.002454637,0.3711306],"study_design_scores_gemma":[0.007241873,0.001054599,0.007464886,0.0004558613,0.00004620357,0.00006176881,0.0002350212,0.0002710036,0.9473637,0.003752081,0.03175253,0.0003005229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749572,0.0005299709,0.006331783,0.009809555,0.0005965425,0.0004479489,0.00002996051,0.00007845326,0.007218637],"genre_scores_gemma":[0.997461,0.000196118,0.00003228287,0.000177083,0.0001813182,0.00003471175,0.000001200943,0.00001948688,0.001896821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3708301,"threshold_uncertainty_score":0.9999076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03580968177579041,"score_gpt":0.3031738908576815,"score_spread":0.2673642090818911,"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."}}