{"id":"W4281662321","doi":"10.1024/1661-8157/a003848","title":"Treatment-emergent zentrale Schlafapnoe erkennen und behandeln","year":2022,"lang":"de","type":"article","venue":"Praxis","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Central sleep apnea; Medicine; Sleep apnea; Positive airway pressure; Ventilation (architecture); Apnea; Gynecology; Obstructive sleep apnea; Cardiology; Internal medicine; Polysomnography","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":[0.0002412266,0.0004175527,0.0006690109,0.0005332754,0.000585461,0.0004775661,0.0003294035,0.0006509123,0.005848119],"category_scores_gemma":[0.0007660186,0.0001052255,0.0005322688,0.0002357042,0.0003691021,0.0005396156,0.000629933,0.001568735,0.002025374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002660433,"about_ca_system_score_gemma":0.0005434318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006174807,"about_ca_topic_score_gemma":0.001381842,"domain_scores_codex":[0.9998118,0.0000313158,0.00002326981,0.00002844931,0.00005061882,0.00005456709],"domain_scores_gemma":[0.9998248,0.00004453885,0.00003603442,0.00001386171,0.00002369742,0.00005709992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009125301,0.0006031248,0.02432132,0.002123402,0.0002548881,0.07686391,0.000546009,0.0005687152,0.01603169,0.003759183,0.01738248,0.8566328],"study_design_scores_gemma":[0.0005280714,0.003121241,0.07072241,0.005145963,0.0005091006,0.4826861,0.001637779,0.003407056,0.02048758,0.01820729,0.3934044,0.000143014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4121639,0.3862345,0.0497111,0.0241244,0.004159007,0.001042992,0.001347672,0.001445728,0.1197706],"genre_scores_gemma":[0.8431415,0.09072105,0.0218536,0.01060696,0.002296465,0.0005363776,0.001886524,0.0001635809,0.02879385],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005848119,"threshold_uncertainty_score":0.01956385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319398666860923,"score_gpt":0.3319650840380147,"score_spread":0.3000252173519224,"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."}}